kneau007/few-shot-classification

SetFit with nomic-ai/nomic-embed-text-v1

This is a SetFit model that can be used for Text Classification. This SetFit model uses nomic-ai/nomic-embed-text-v1 as the Sentence Transformer embedding model. A LogisticRegression instance is used for classification.

The model has been trained using an efficient few-shot learning technique that involves:

1. Fine-tuning a Sentence Transformer with contrastive learning.
2. Training a classification head with features from the fine-tuned Sentence Transformer.

Model Details

Model Description

• Model Type: SetFit
• Sentence Transformer body: nomic-ai/nomic-embed-text-v1
• Classification head: a LogisticRegression instance
• Maximum Sequence Length: 8192 tokens
• Number of Classes: 560 classes

Model Sources

• Repository: SetFit on GitHub
• Paper: Efficient Few-Shot Learning Without Prompts
• Blogpost: SetFit: Efficient Few-Shot Learning Without Prompts

Model Labels

Label	Examples
Subsidiaries and Joint Ventures	'Can I access my account information through a Sister company mobile app?' 'Please explain info abt nabard in detail?' 'What are the details on info abt rajbasha according to bank guidelines?'
IB CONTRACTORS	'What are the processing fees and charges associated with IB Construction Loan?' 'Can a sole trader construction worker apply for a personal loan?' 'How do construction workers with our bank manage their foreign exchange?'
SB for students under govt scholarship & SB for DBT	'Can sb DBT accounts be opened jointly by students and guardians?' 'Do student sb accounts have a maximum balance limit?' 'What are key requirements for SB for students under govt scholarship?'
NRI A/cs	'Can an Overseas Citizen of India invest in Indian mutual funds?' 'Can Indian expatriates hold a joint account with a resident Indian?' 'What is the process for opening a Overseas Indian account online?'
Scheme for financing MSMEs for setting up Biomass Pellets manufacturing units	'Are there any government incentives or tax benefits for biomass pellet manufacturers?' 'What are the purposes for which the loan can be used under this scheme?' 'What are the interest rates applicable to this financing scheme?'
CONTACTS FOR QUERIES	'Can I email Customer Assistance Teams for Queries about home loan applications?' 'Are Online Assistance Centers for Queries available for international customers?' 'Can I chat with Online Support Teams for Banking Inquiries about transactions?'
What and How of Phishing	'How do scammers use fraud to trick customers into revealing sensitive banking information?' 'What are the consequences of failing to report a phishing attack to my bank?' 'What are the details on how can i protect myself from phishing scams according to bank guidelines?'
Security	'Can you explain the Protection of customer data during online applications?' 'What Preventative measures are taken against phishing attacks?' 'Please explain complain regrds scams onl9 in detail?'
IND SAMPOORNA SALARY PACKAGE	'Are there any cash withdrawal limits?' 'Does the package include a free debit card?' 'What is the monthly average balance requirement?'
Deposit Rates	"I'd like to know offer for age person in trm depo. rate please?" 'What are the details on pre-mature redemption of fcnr depo. rate according to bank guidelines?' 'How do Laying Rate changes affect my long-term investment strategy?'
NPS VATSALYA	'What are the benefits of opting for auto-debit facility in VATSALYA scheme?' 'What is the minimum contribution required for VATSALYA national pension scheme?' 'Who operates the NPS Vatsalya account?'
IB PROFESSIONAL	'What is the Professional code of conduct for IB professionals?' 'What is the process for transferring shares between Demat Accounts?' 'Please explain financial quantum amount for occupational loan in detail?'
Indian Bank, IFSC Banking Unit, GIFT City	'Are there any charges for using IFSC Banking Unit GIFT City services?' 'Kindly clarify bst pratices code of ib as per the latest update?' 'How do I activate my net banking for IFSC Banking Unit account?'
DEAF Transaction List	'What is included in my Daily Electronic Account File Transactions statement?' 'How far back can I view my Electronic Account File Transactions?' 'Could you inform me deaf trans. exactly?'
IND MSME SAKHI	'Can Micro Small Medium Enterprises SAKHI be used for business modernization?' 'Does IND MSME SAKHI provide any collateral-free loan options?' 'What is margin rates in msme sakhi ?'
N R I / Foreign Exchange	'What are the eligibility criteria for opening an N R I Exchange account?' 'What are the Foreign Currency Exchange limits for online transactions?' 'Can I use NRI Exchange services for real estate investments abroad?'
Board of Directors	"What role do Board Directors play in shaping bank's strategic vision?" "What is the average tenure of a Director on a bank's board?" 'Can a Joint account also have a nominee?'
IB Tax Saver Scheme	'What are the details on what are the top options for tax savings available through indian banks according to bank guidelines?' 'What is the process for claiming Tax Relief on investments?' 'Does the Tax Saver scheme offer guaranteed returns?'
Corporate Governance	'Can Company Governance frameworks ensure ethical lending practices?' "I'm curious about corporate structure gov. as per policy?" 'Do Organizational Governance frameworks ensure banking compliance?'
Derivatives	'Are Options Contracts suitable for investors with high-risk tolerance?' 'What are derivatives in finance?' 'How do interest rate derivatives work?'
Salary Loan IB Clean Loan to Salaried Class	"I'd like to know essential documents for clean loan please?" 'Could you inform me essential documents for clean loan exactly?' 'How does the bank verify my income for a remuneration loan?'
Credit Cards	'Features & benefits of credit cards?' 'Can I use my line of credit card for ATM withdrawals?' 'I want to apply for credit card?'
Colombo Branch	'How do I update my account information at the Commercial Capital Branch?' 'Can I get address of domestic banking unit?' 'What is the address of the Lankan Hub Branch?'
Loan for Purchase of “Van / Minibus / Bus / Ambulanceâ€ to Institutions / Firms / PSU / Company / Hospitals	"I'd like to know what is purpose of providing ambulance for hospital please?" 'Please explain what is margin rates for minibus in vehicle loan in detail?' "I'm curious about what is purpose of providing ambulance for hospital as per policy?"
Loan / OD against NSC / KVP / Relief bonds of RBI / LIC policies	'I want to understand media plans for ib specifically?' 'minimum and maximum quantum of loan amount availed under the Relief bonds of RBI Loan option?' 'What is the processing fee for Overdraft Secured by NSC/KVP/Relief Bonds/LIC?'
IND-SME EASE	'Is collateral required to avail of the SME EASE loan?' 'What is the role of Efficient Medium Enterprise Accounting System in financial planning?' 'Can Small and Medium Enterprise Ecosystem support online invoicing?'
Important Contacts	'Why does the bank request multiple emergency contacts from customers?' 'Do Customer Contacts receive priority service from the bank?' 'I want to understand debenture addrs & ph. specifically?'
External Sites	'Do External Links affect my credit score or history?' 'Are External Sites available for online credit card services?' 'How do I differentiate between authentic and fake RBI details pages?'
TERM LOAN	'What is a short-term borrowing solution for emergency funding?' 'What is the difference between a temporary loan and a permanent loan?' 'How to apply for Term Loan?'
Application Downloads	'Can I use a Digital File Retrieval system for account updates?' 'Provide information on dwnld 16 a as mentioned in the brochure?' 'Can you tell me dwnld 16 a?'
Analyst Coverage on Bank’s Share Price	"Does Analyst Coverage influence a bank's competitive advantage?" "Can a Price Analyst Report impact a bank's expansion strategy?" 'What is the relationship between Share Price Coverage and bank valuation?'
Details of Outstanding Tier 1 and Tier 2 Bonds	'Can I take a loan against my Outstanding Tier 1 Bonds?' 'Can I redeem my Tier 1 Tier 2 Bonds before maturity?' 'How do Tier 1 Tier 2 Bonds affect my credit score?'
FCNR (B) DEPOSITS Rates	'What are the benefits of FC Non Resident Deposit accounts for NRIs?' 'Can I get a credit card against my FCNR (B) Deposit account?' 'Can I take a loan against an FCNR (B) Deposit account?'
Kisan Credit Card (KCC)	'What are the details on use of kcc according to bank guidelines?' 'How does a Rural Credit Facility help farmers?' 'Provide information on kcc renewal onl9 as mentioned in the brochure?'
RECURRING DEPOSIT	'Are senior citizens eligible for higher interest rates on recurring deposits?' 'How can I transfer my recurring deposit to another bank branch?' 'What happens if I deposit extra money in a recurring deposit?'
CENTRAL BANK DIGITAL CURRENCY (CBDC) -Indian Bank Digital Rupee Application	'Please explain dmat and trding in detail?' "I'm curious about info abt drat and drt nodal and liaison as per policy?" 'Please explain info abt drat and drt nodal and liaison in detail?'
SB Platinum – Savings Bank Platinum Account	'What security features are available for SB Platinum accounts?' 'Can an SB Platinum account be linked with a trading account?' 'Can an SB Platinum account be opened online?'
Interest Rates for Small Savings Schemes	'Can you tell me t&c for account opening?' "I'm curious about t&c for account opening as per policy?" 'Could you inform me dishonored reasn for cheq exactly?'
Terms and Conditions Indian Bank Digital Rupee	'Can you tell me for what purpose can the digital rupee wallet services on the indian bank digital rupee app be used?' 'Do the Rules Digital Currency apply to ATM withdrawals?' 'What happens if I violate the Rules Digital Rupee for transactions?'
TERMS AND CONDITIONS-TERM DEPOSIT ACCOUNT	'Do Terms & Conditions Term Deposit accounts have debit cards?' 'Can I withdraw from a Term Deposit if I violate rules?' 'Are there any hidden TERMS CONDITIONS TERM DEPOSIT fees?'
“IND Corp SB Eliteâ€ Payroll package scheme for Salaried Class with bundled Group Personal Accidental Insurance (PAI)	'Can you tell me can i get a credit card with the corp sb – elite account?' 'Kindly clarify free personal accidental insurance cover benefits offered under payroll package scheme as per the latest update?' 'Can you tell me free personal accidental insurance cover benefits offered under payroll package scheme?'
BSBDA AND SMALL ACCOUNT	'Is a Moderate Savings Account suitable for senior citizens?' 'Can you tell me eligible customer for small a/c?' 'Can I use my Simple Savings Account for online transactions?'
SB for IND PFMS & SB for Central/State Government/Consular Offices	'Who is eligible to open this account?' 'Can UPI payments be made?' 'Can this account be linked to multiple schemes?'
Life Insurance	"How does a bank's Level Premium Term Insurance policy work?" 'What is the advantage of buying a Term Assurance plan from a bank?' "Can I get a bank's Guaranteed Life Insurance policy without a medical exam?"
IND PM Vishwakarma	"Can Prime Minister Vishwakarma's programme help me secure a small business loan?" "Is Head of Government Vishwakarma's debit card suitable for international transactions?" "Is Chief Minister Vishwakarma's credit card suitable for online shopping?"
SELF HELP GROUP (SHG) SHAKTI	'Help me understand how much loan amount will get for shgroup shakti for my reference?' 'Please explain what is the loan amount on self help group shakti in detail?' 'Can you tell me what is loan facility avaliable in self help group shakti?'
V-CIP	'What is the significance of E-Verification in banking services?' 'Is Remote Customer Onboarding secure for high-risk customers?' 'features of Video Customer Identification Process?'
Online Loans	"I'd like to know cr card onl9. please?" 'Please explain can i get the education loan online in detail?' 'What is Indbank Merchant Banking - Online share trading?'
Service Charges	'Kindly clarify sms alert service fees in lecturers in colleges as per the latest update?' 'Kindly clarify fees for non maintenance of monthly avg & min balance in pfms as per the latest update?' 'Please explain fees for non maintenance of monthly avg & min balance in pfms in detail?'
CA FOR STATE /CENTRAL GOVT & CONSULAR & IND PFMS	'Can I link my CA Current central govt account to a debit card?' 'How to report a lost CA Current Consular Office debit card?' 'What are the fees associated with CA Current Consular Office accounts?'
INDIAN BANK MUTUAL FUND	'Kindly clarify explain abt mutual funds and ipo as per the latest update?' 'Can I invest a lump sum in Indian Bank Investment Funds?' 'What is the role of Indian Bank in Mutual Financial management?'
Service Charges / Forex Rates	'Could you inform me sms alert service charges in consular offices & pfms exactly?' 'Kindly clarify touch-free debit card as per the latest update?' 'Where can I get a revised locker agreement?'
Open Online Account with Video-Based Customer Identification Process (V- CIP)	'Is Video Customer Identification a one-time process for online account opening?' 'Services offered by Indian Bank through V-CIP?' "What if I don't have a webcam for Video Customer Identification?"
The Convenience Revolution: Mobile Banking Explained	'Is the Mobile Banking Convenience Shift accessible to rural areas?' 'Does the Convenience Mobile Banking Shift improve account accessibility?' "I'd like to know online and mobile banking services are available at indian bank please?"
FIXED DEPOSIT	'What is the minimum deposit amount required for a fixed deposit?' 'Are senior citizens offered higher interest rates?' 'What documents are required to open a fixed deposit?'
IND SME Secure	'Are there any special requirements for Medium Business Secure enrollment?' 'What is the role of the Business Security Administrator in IND Secure?' 'What is the difference between Small Business Protector and Medium Enterprise Defender?'
Audio/ Video Recording/Concall Transcripts	'Are Phone Call Recordings used for quality control in banking?' 'Can bankers download Recorded Audio Files for offline review?' 'Do banking regulators require Recording of Video Meetings for compliance?'
Centralized Pension Processing Centre	'How does the Centralized Pension Processing Centre ensure timely pension payments?' 'Help me understand process for get cams membership for my reference?' "I'm curious about process to reach the bank for pension-related queries as per policy?"
Lab Grown Diamond Scheme	'What is the difference between corporate credit cards and business loans?' 'What documents are required to apply for corporate credit?' 'What documentation is required to apply for a man-grown diamond loan?'
IMAGE Contact Us	'Is the Image Support Contact Information the same for business customers?' 'How do I escalate an issue to the Graphic Helpdesk Team?' 'What is the process for escalating an issue to the Image Support Team?'
Defending Against Rising Online Frauds: Stay Cyber-Safe!	'How can I verify the authenticity of banking websites for secure Cyber Security?' 'How to report frauds?' 'How do I Stay Safe from Frauds when using public Wi-Fi for banking?'
BE Safe in Your Cyber Behaviour	'What are the Cybersecurity Essentials for mobile banking security?' 'Can you explain the Importance of Cyber Awareness in banking?' "I'd like to know is apk is safe for my mobile please?"
Mutual Funds, IPO, Demat & Trading	'What is Demat & Trading ?' 'Want Mutual Funds and IPO information?'
Executive Director’s Profile	'Could you inform me when shri ashutosh choudhury took the charge as executive director of indian bank exactly?' "I'd like to know when shri ashutosh choudhury took the charge as executive director of indian bank please?" 'Kindly clarify current ed of ib as per the latest update?'
Savings Bank Accounts – Terms & Conditions	'Who cannot open a savings account as per RBI rules?' 'How can I update my KYC details in my savings account?' 'What is the process for opening a savings account online?'
Interest Rates on Personal Segment Loan Products: Floating	'Is the interest rate on a Personal segment Variable loan influenced by my employment status?' 'Are there any benefits to choosing a fixed rate over a Personal segment Floating loan?' 'Are there any restrictions on the loan amount for a Personal segment Floating loan?'
LOAN AGAINST LEASE RENTALS	'Can I get a Loan Against Lease Rentals for a new business venture?' 'Lease Rent income validation process for Loan Against Lease Rentals?' 'Lease Rentals used as collateral for business loan, is it possible?'
Business Responsibility and Sustainability Report	'Can Ethical Business Practices reduce fraud risk for customers?' 'What is the significance of Environmental Awareness in branch operations management?' 'Can Environmental Sustainability metrics improve customer loyalty programs?'
Event Updates/ Newspaper Advertisement	"Can I access the bank's Event Diary for the entire year?" "What is the objective of publishing Special Event Highlights on the bank's website?" 'Can you give some information about Newspaper Advertisement'
IB Home Loan	'Can you tell me ltv ratio in flat loan for corporate?' "I'm curious about ltv ratio in flat loan for corporate as per policy?" 'What is the current Real Estate Financing interest rate?'
Media Speaks	'What is the role of Media Relations in banking crisis communication?' 'Can Banking Thought Leadership on media platforms improve customer engagement?' 'What is the importance of Radio Coverage in banking education?'
Debit card	'Please explain usage limit of rupay international platinum card in detail?' "I'd like to know usage limit of rupay international platinum card please?" 'I want to understand usage limit of rupay international platinum card specifically?'
e-OD Against Deposit	'Can I link my e-OD Deposit to my savings account?' "I'd like to know how an overdraft works with insurance please?" 'What are the details on how an overdraft works with insurance according to bank guidelines?'
Doorstep Banking: Your Convenience, Our Priority	'Could you inform me trading services in wealth exactly?' 'How does doorstep banking facilitate bill payment and settlements?' 'Can you tell me what are the qab criteria for pfms and other accounts in different location categories?'
MSME	"How does the bank's Small Business Services team assist with business growth?" "How does the bank's Micro, Small and Medium Enterprises lending policy work?" 'How do banks assess the creditworthiness of Small Business Services clients?'
Dairy Loan	'What is the minimum loan amount for a Lactose-free Loan?' 'Can I get a Yogurtery Loan with a bad credit history?' 'How does a Butter Loan work for farmers with seasonal income?'
REPO Based Lending Rate for MSME	'What is the current Repo Rate for Small and Medium Enterprises in India?' 'Can Medium Enterprise Repo Based Lending Rate be used for term loans?' 'How does Repo Linked Lending Rate for Small Businesses affect loan processing?'
IMPORTANT TERMS AND CONDITIONS SB	'Please explain rules arogya raksha in detail?' 'How do the Terms Conditions Savings address fraudulent account activity?' 'What are the consequences of not complying with the Saving T&C?'
Privacy Policy IndOASIS	'Does Customer Data Management Policy cover all banking services?' 'How does Customer Information Protection Policy handle data leaks?' 'What is the purpose of Data Protection Guidelines in online banking?'
IB Pension Loan	'Please explain what is charges for non-maintenance of minimum balance in savings bank account for pensioners in detail?' 'What are the necessary documents for Elderly Loan applications?' 'Kindly clarify installment time for post-retirement loan as per the latest update?'
IND-SURYA SHAKTI	'What is the repayment period in surya shakti?' 'Can individuals apply for the Surya Shakti loan, or is it only for businesses?' 'Is there any government subsidy available for the Surya Shakti loan?'
IB Gen X For the Vibrant Youth	'What are the banking needs of the Sandwich Generation?' 'Can you tell me targeted peoples for gen x youth scheme?' 'How do older millennials perceive investment returns?'
IMAGE Training Philosophy	"Can you outline IMAGE's Training Methodology for customer segmentation?" "How does IMAGE's Educational Paradigm affect customer acquisition?" "How does IMAGE's Learning Philosophy impact customer lifetime value?"
MSME AUTO – RENEWAL	'What happens if an account does not meet renewal criteria?' 'What type of accounts are eligible for auto renewal?' 'What conditions must be met for auto-renewal?'
Specialist Officers Exam Result (SO)	'Can I apply for re-evaluation of my Specialist Officers Exam Papers?' 'Can I get a reprint of my Specialist Officers Exam Scorecard?' 'How to get a duplicate Specialist Officers Exam Admit Card after result?'
Jewel Loan	'How do I foreclosure my Pearl loan account?' 'What are the benefits of a Jewel loan at your bank?' 'Can I use my Antique Jewellery as collateral?'
NETC FASTag	'How do I report a lost or stolen National Electronic Toll Collection FASTag to my bank?' 'Can I use my debit card to recharge my NETC Toll Tag?' "Can I use my bank's customer service to resolve FASTag issues?"
Credit Life Insurance Coverages in association with M/s. Aditya Birla Sun Life Insurance	'What is the maximum sum assured for credit life insurance with Birla Sun Life?' "Aditya Birla Sun Life's credit life insurance: what are the exclusions?" 'What are the benefits of credit life insurance with Aditya Birla Sun Life?'
e-Allahabad Bank Journey	'What role did Shri. Binod Kumar hold before joining Indian Bank?' 'Provide information on what role did shri. binod kumar hold before joining indian bank as mentioned in the brochure?' "What is citizens' character in indian bank?"
Indian Bank Debit Card Shopping Perks	'Are there any Shopping Surprises available on Indian Bank debit cards for new cardholders?' "I'm curious about what online payment services does indian bank offer for shopping as per policy?" 'How many Shopping Surprises can I expect with my Indian Bank debit card?'
IB Kishore – Savings Bank Account for Minors	'What security measures are in place for IB Kishore accounts?' 'How can a guardian manage the IB Kishore account?' 'Can a minor avail of an overdraft facility?'
Supply Chain Finance	'How does Supply Chain Finance work?' 'How does Trade Finance improve the accuracy of trade documents?' 'What are the eligibility criteria for Supplier Finance programs?'
NRE FD/ MMD/ RD ACCOUNTS	'Can I open a Non-Resident External FD account online?' 'Can I nominate beneficiaries for my Non-Resident External Recurring Deposit account?' 'What are the benefits of converting my savings account to a NRE RD account?'
Indian Bank One Co-Branded Credit Card	'Joint partnership credit card: What are the eligibility criteria?' 'What benefits does the single alliance credit card offer to customers?' 'What is the joining fee for the joint venture credit card?'
Customer On-Boarding using TAB	'Can you tell me want registration for cams cra?' 'How does the Onboarding Tab reduce manual errors in customer data?' 'Does IND Salary Suraksha offer accidental insurance on debit cards?'
Scheme on financing Manufacturers / Suppliers / Vendors of Solar panels and other ancillary products	'Can Solar Panel Manufacturing Units get financing for their research and development?' 'What financing options does the bank offer to Photovoltaic Module Producers?' 'Can Renewable Energy Solution Providers get financing for their inventory management?'
General Managers	'Do General Managers in banking receive bonuses?' 'What is the career path to become a Senior Manager in a bank?' 'How do GM Leaders in banking maintain customer relationships?'
Positive Pay System (PPS)	'How does the Fraud Protection Service prevent check fraud in business accounts?' 'How does the Positive Pay Fraud Prevention system handle stop payments?' 'Can the Fraud Prevention and Detection Solution be customized for industry needs?'
IMPORTANT TERMS AND CONDITIONS CA	'Are Current Terms Conditions applicable to international transactions?' 'What happens if I breach the T & C CA for my credit card?' 'Are T & C CA applicable to ATM transactions?'
Customer Complaint/Awareness	'Customer Grievance Redressal System?' 'How will I get Customer Complaint number?'
IND SUPREME 300 DAYS	'Are there any penalties for premature withdrawals from the Elite 300 Day Plan?' 'Is the Supreme 300-Day Deposit plan suitable for retired individuals?' 'What is minimum and maximum deposit for supreme 300 days?'
IB Vehicle Loan	'Can I get a Motor Loan if I am a non-resident Indian?' 'How long does it take to disburse a Two wheeler Loan?' 'Can I check my Two wheeler Loan status online?'
PMMY-MUDRA-Tarun Plus	'What are the benefits of PMMY Tarun Plus for small businesses?' 'What are the sectors eligible for PMMY Tarun Plus loan?' 'How does Pradhan Mantri Tarun Plus scheme support innovation?'
What is a Credit Score and How it Shapes Financial Health	"I'd like to know crdit no. and money management. please?" 'Please explain crdit no. and money management. in detail?' 'What are the benefits of maintaining a good CREDIT NUMBER?'
IB Golden Ager Term Deposit Product for Super Senior Citizens	'Is Jewelery Ager Deposit eligible for senior citizen discounts?' "I'm curious about what is special offer for senior citizens in term deposit as per policy?" 'Help me understand what is special offer for senior citizens in term deposit for my reference?'
IB Kishore Savings Bank Account for Minors	'Could you inform me what is the maximum withdraw at indian bank atm in ib kishore exactly?' 'Provide information on the max limit for cash withdrawals from indian bank atms for ib kishore users as mentioned in the brochure?' 'How does a Minors Savings account help in teaching financial literacy?'
IB Salaam Special Account for Defence Personnel	'How does the Salaam Defence Account help Military personnel save money?' 'Provide information on are there any charges for opening a demat or trading account for defence personnel as mentioned in the brochure?' "How does the Salaam Defence Account support Military personnel's financial planning?"
Lending rates for RMD	'Are Retirement Income Withdrawal loans tax-deductible?' 'Can I use my Retirement Fund Disbursement for a construction loan?' 'Do Retirement Account Withdrawals have variable interest rates?'
Executive Director’s Profile	"Can I attend an Executive Director Profile's presentation at a banking conference?" 'Can I request a meeting with the Executive Director Profile?' 'What are the main challenges faced by an ED Profile in banking?'
PMSurya Ghar: Muft Bijli Yojana Roof Top Solar Loan Scheme	'Is there any foreclosure charges for PM Surya Ghar loan?' 'What are the benefits of Muft Bijli Yojna Roof Top Solar loan for senior citizens?' 'Is there any hidden charges for PMSurya Ghar loan applicants?'
IMAGE Computer Centre	'Does the Electronic Data Centre provide 24/7 customer support?' 'What is the function of the Data Centre in processing banking transactions?' 'What is the role of the Information Technology Centre in digital banking?'
Chief General Managers	'Do Chief General Managers have the authority to approve large loans in a bank?' 'Can a Senior General Manager change interest rates for a customer in a bank?' 'What are the goals of a Chief General Manager in a digital banking platform?'
IND KISAN SAUR SHAKTHI (PM KUSUM) Additional Component (Component C- Feeder level Solarisation)	'How does Saur Shakthi improve crop yields in India?' 'Please explain period for repayment in solar shakti in detail?' 'Can I use Solar Feeder Level Component funds for irrigation purposes?'
ONLINE SHISHU MUDRA LOAN	'What is the difference between Shishu, Kishor, and Tarun Mudra loans?' 'What is the Age limit for online shishu mudra ?' 'Is there a subsidy available under the Shishu Mudra scheme?'
IB Plot Loan	'What are the benefits of taking a site loan for real estate investment?' "I'd like to know reason of land financing please?" 'Kindly clarify eligible customers for land purchase loan as per the latest update?'
Loan for Purchase of “Van / Minibus / Bus / Ambulance” to Institutions / Firms / PSU / Company / Hospitals	'Are Van Institutions eligible for loan moratoriums during financial hardship?' 'What is the minimum loan amount for Ambulance hospital financing?' 'What is the loan interest rate for Van institutions with a high credit score?'
Government Deposit Schemes	'Are Gov Deposits exempt from tax deduction at source?' 'What is the current interest rate on Govt Deposits in SBI?' 'How do I get a duplicate Gov Deposit certificate if the original is lost?'
VARIABLE RECURRING DEPOSIT	'How can I close my Variable Recurring Deposit account?' 'What documents are required to open a Variable Recurring Deposit account?' 'Is there an auto-renewal facility for this deposit?'
Non-Life Insurance	'Could you inform me service provider of non life insurance exactly?' 'Can you tell me service provider of non life insurance?' "Can a bank's customers purchase Travel Insurance for international trips?"
SB FOR CENTRAL / STATE GOVERNMENT / CONSULAR OFFICES & IND PFMS	'Are SB Consular Offices accounts eligible for ATM cards?' 'How to activate my SB State Govt account for mobile banking?' 'Can I link my SB Consular Offices account to online banking?'
Term Deposit	'Kindly clarify what is the best term deposit plan where i can invest as per the latest update?' 'Could you inform me what is the best term deposit plan where i can invest exactly?' 'Can you tell me what is the best term deposit plan where i can invest?'
Motor Accident Claim Tribunal Deposit(MACAD) Scheme	'What is the Motor Accident Claim Tribunal Deposit tenure?' 'Can you tell me can i avail a loan by pledging funds from the vehicle accident claim tribunal deposit?' 'Kindly clarify information about motor accident claim tribunal deposit product as per the latest update?'
Indian Bank Prepaid Card App Terms and Conditions	'Can I assign my card to another user under the Prepaid Card App Terms & Conditions?' 'Can I waive the Terms & Conditions Prepaid Card App fees?' 'Do the Terms & Conditions Prepaid Card App cover online fraud protection?'
Agricultural Godowns / Cold Storage	'Can I finance multiple Godowns with a single loan?' 'What are the eligibility criteria for an agri warehouse loan?' 'What is the process for foreclosure of a Godown storage loan?'
Digital Insurance Platform	"Could you inform me don't want to visit branch, can i apply digi insurance online exactly?" 'What are the advantages of Digital Insurance Marketplace for banking customers?' "Provide information on don't want to visit branch, can i apply digi insurance online as mentioned in the brochure?"
Wealth Management Services	'How does a Financial Affluence service help with business succession planning?' 'How does a Wealth Enhancement service identify investment opportunities?' 'What are the fees associated with Financial Portfolio Management?'
Corporate Blog	'Can an Organization Blog improve customer relationships in retail banking?' 'What topics should be covered in a Financial Institution Blog?' "What metrics should be used to measure a Business Blog's success?"
Ind Lakhpati Didi Scheme	'What benefits do Millionaire Women gain from Ind Lakhpati Didi Scheme?' 'What are the ATM transaction limits for Lakhpati Didi account holders?' 'Can I open a fixed deposit through the Womens Lakhpati scheme?'
Short Term Deposits	'What is the difference between a Brief Deposit and a long-term deposit?' 'Can I get a loan against my Brief Investment Account?' 'How to renew my Short-Term Investment Plan online?'
IND Corp SB Elite” Payroll package scheme for Salaried Class with bundled Group Personal Accidental Insurance (PAI)	'Kindly clarify does the sb pension account offer any personal accidental insurance cover with the debit card as per the latest update?' 'Does the sb pension account offer any personal accidental insurance cover with the Debit Card?' 'I want to understand does the sb pension account offer any personal accidental insurance cover with the debit card specifically?'
Cyber crime / Unauthorized transaction	"I'm curious about where to report cyber crime/unauthorized transaction as per policy?" 'Can you tell me where to report cyber crime/unauthorized transaction?' 'What are the details on where to report cyber crime/unauthorized transaction according to bank guidelines?'
IB Vidyarthi Suraksha (With PNB-Metlife)	'What is the process for filing a claim under PNB Metlife Student Insurance?' 'What is the grace period for premium payment of IB Vidyarthi Suraksha policy?' 'What is the premium amount for PNB Metlife Student Insurance policy?'
IB Loan against Sovereign Gold Bond	'What is the loan tenure for a Sovereign jewelry Bond loan?' 'What is the loan-to-value ratio for Sovereign jewelry Bond?' 'Can I use my Sovereign jewel Bond as collateral for a business loan?'
IB Smart Kid	'Can a bright minor make bill payments using their account?' 'What is the minimum age for a clever juvenile to start banking?' 'Are there any special benefits for a clever child graduating high school?'
Bank’s Profile	'Want Mutual Funds and IPO information?' 'Could you inform me give me information about small farmers agri bussiness consortium exactly?' 'Kindly clarify can i get information of reserve bank of india as per the latest update?'
ATM / Debit Cards	'What are the interest rates on Debit Card cash advances?' 'Can I use my Bank Debit Card for contactless payments?' 'What happens if I forget my Automated Teller Machine Card PIN?'
Investors Services Center	'How does the Investment Concierge Service assist with transactions?' 'Does the Capitalist Care Center provide investment advice?' 'What are the benefits of using the Investor Support Portal?'
IB Tradewell	'How much loan amount giving in Tradewell?' 'Do existing customers get lower processing fees on Tradewell loans?' 'Is the processing fee refundable if the loan is not sanctioned in Tradewell?'
KCC Gold Plus	'Are there any exclusive offers for holders of a Luxury Card?' 'Can I get personalized investment advice with a Luxury Membership?' 'What are the eligibility criteria for a Prime Savings account?'
Online Collection Products	'What are the benefits of using Online Collection for loan repayments?' 'Is Digital Collection compatible with mobile devices?' 'How does E-Collection affect credit reporting?'
Joint Liability Group (JLG)	'What happens when a member defaults in a Collective Responsibility Group?' 'Please explain eligibility requirements for jlg in detail?' 'Can you tell me eligibility requirements for jlg?'
Corporate credit	'How does Commercial Borrowing impact business cash flow?' 'Infromation about Corporate Credit?' 'How does Business Credit scoring affect loan applications?'
Welfare of Minorities	'Can banks play a role in Addressing Systemic Inequality in lending practices?' 'Could you inform me rules apply to the minimum balance requirement for a curnt account exactly?' 'How does the bank ensure Accessibility for Disabled Minority Customers?'
MSME LAP	'Can I avail Micro Small Medium Enterprises LAP for business modernization?' 'Can I avail Micro Small Medium Enterprises LAP for business renovation?' 'Can I avail Micro Small Medium Enterprises LAP for business expansion?'
NRI Home Loan	'Can I take a top-up loan on my existing NRI home loan?' 'Can I take a joint NRI home loan with my spouse?' 'Do I need to show my overseas income for a NRI housing loan?'
Azadi Ka Amrit Mahotsav #TogetherforBiggerThings	'What role does the Independence Celebration play in promoting cashless transactions?' 'Do banks provide exclusive offers during the Independence Gala?' 'What indian bank offers in azadi ka amrit mahotsav?'
Tarun Plus Scheme	'How does the Budding Genius Program help in wealth management?' 'Can I avail a personal loan facility with the Emerging Prodigy Account?' 'How does the Budding Prodigy Program help in financial literacy?'
Login Procedure for Internet Banking	'What is the procedure to follow for first-time signin to internet banking?' 'How does the entrance process work for online banking signin from abroad?' 'How does the signin process work for online banking with multiple accounts?'
Head Office Departments	'How does the Head Office manage risk for customers?' "What is the Central Office's role in resolving customer complaints?" 'What is the purpose of the Administrative Office in banking?'
Internet Banking	"Can you tell me what is indian bank's internet banking url?" "Kindly clarify what is indian bank's internet banking url as per the latest update?" "Help me understand what is indian bank's internet banking url for my reference?"
Annual General Meetings and Extraordinary General Meetings	'What are the procedures for voting at a General Meeting of shareholders?' 'Can I raise a question during a General Meeting of shareholders?' 'How do I participate in a General Meeting of shareholders as a customer?'
Doorstep Banking	'What is door step banking?' 'How does entrance banking facilitate easy account management?' 'Can entrance banking services be availed by senior citizens?'
Indian Bank Financial Results	"How does Indian Bank's Annual Financial Report benefit customers?" "What are the key highlights of Indian Bank's latest Financial Report?" "How does Indian Bank's Annual Financial Report address customer concerns?"
Vision and Mission	'Can you tell me steps to register in cra?' 'Kindly clarify steps to operate qwikcollect as per the latest update?' "How does the bank's Objective inform its risk management practices?"
Kisan Credit Card (KCC) Animal Husbandry and Fisheries	'What is the repayment tenure for a Kisan Credit Animal Husbandry loan?' 'Provide information on payback duration for kcc on animal husbandry and fisheries as mentioned in the brochure?' 'What are the documents required for a Kisan Credit Fisheries Card application?'
Dividend Details	'Can I set up automatic transfers based on my Dividend Earnings Information?' 'How do I verify the accuracy of my Dividend Details statement?' 'Can I get Unclaimed Unpaid Dividend details?'
CORPORATE LOAN	'Do business loans require a personal guarantee?' 'Can a company director apply for a corporate loan individually?' "Provide information on business ideas with indian bank's msme loan as mentioned in the brochure?"
Block Lost ATM Card	'Can I Block Lost ATM Card if I lost it abroad?' 'Can I deactivate Lost ATM Card using ATM machine?' 'How long does it take to unblock after Block Lost ATM?'
Annual Reports	'What is included in the Year-end Financial Statement for banking customers?' 'Can I customize my Annual Financial Statement?' 'What is the purpose of the Annual Banking Disclosure?'
Current Account	'I want to understand is it possible to transfer my current a/c to a different branch specifically?' 'I want to understand can i transfer my current account to another branch specifically?' 'What is the minimum balance required for a present account?'
Welcome aboard!	'Is there a special offer for first-time bank customers?' "What's in store for me with this new banking relationship?" "What's the welcome package for new savings account holders?"
IND GURUDEV	'Help me understand smart sweep account service available in lecturers in schools for my reference?' "GuruDEV's guidance on buying insurance policies?" 'Can the lecturer provide personalized financial planning advice?'
SB Platinum – Savings Bank Platinum Account with Sweep facility	'What is CHARGES FOR NON-MAINTENANCE OF MINIMUM BALANCE in SB Platinaum?' 'What is CHARGES FOR NON-MAINTENANCE OF MINIMUM BALANCE in SB Platinaum?' 'What is AVERAGE MONTHLY MINIMUM BALANCE Maintain in SB Platinaum?'
Tenders / Auction	'Do banks offer special Bidding Processes for first-time homebuyers?' 'What are the benefits of a Public Tender for a small business loan?' 'How does a Silent Auction work for a car loan?'
Debit Cards	'Help me understand give informaton about atm scam for my reference?' 'What happens if I enter my PIN incorrectly at a cashpoint?' 'What is the cash withdrawal limit for a business bankcard?'
MONEY MULTIPLIER DEPOSITS	'Can I add more money to an existing Money Multiplier Deposit?' 'What is the Money Multiplier Deposit scheme?' 'What are the eligibility criteria for opening this deposit account?'
BSBDA and Small Account	'Can students open this account online?' 'Can students receive DBT benefits in this account?' 'What documents are required?'
SHG GRIHALAKSHMI (Housing Loan to SHG Members)	'Can SHG Grihalakshmi housing loan be availed by individual SHG Members?' 'What is the repayment tenure for SHG Grihalakshmi house loan?' 'Can SHG Grihalakshmi housing loan be used for purchasing a resale property?'
Cyber Awareness Content	'What Cyber Safety Content should banks provide for mobile banking users?' 'What Cyber Awareness Content is necessary for ensuring secure online transactions?' 'What Cyber Awareness Content is essential for digital wallet users?'
Frequently Asked Questions Internet Banking and Mobile Banking	'What are the Common Queries about Internet Banking and Mobile Banking Services?' 'What are the Most Frequently Asked Questions about Mobile Banking Transfer Limits?' 'What are the Frequently Raised Concerns about Mobile Banking Forex Services?'
IND SUPER 400 DAYS	"I'd like to know target group for super 400 days please?" 'I want to understand what is interest rates on super 400 days specifically?' 'Help me understand what is interest rates on super 400 days for my reference?'
IndSMART: Indian Bank’s Omni channel Mobile App	'Can I request a cheque book using the Omni channel App?' 'Can I transfer funds using IndSMART Mobile app?' "What are the features of Indian Bank's IndSMART Omni channel App?"
Home Loans: A Strategic Move to Preserve Your Savings	'What are the pros and cons of a residential strategic decision for new homeowners?' 'What are the tax benefits of a home savvy move in banking?' 'What are the common mistakes to avoid in a residential strategic move?'
Unleash your Entrepreneurial Skills with Indian Bank’s MSME Loans	'Can Village and Cottage Industries apply for MSME loans from Indian Bank?' 'Can Artisanal Ventures use MSME loans for capacity expansion?' 'How do Women Entrepreneurs benefit from MSME loans offered by Indian Bank?'
E Confirmation of Bank Guarantee	'What is E Confirmation Of Bank Guarantee ?' 'How does an e-Confirm BG facilitate international trade?' 'How does an E-confirmation Guarantee reduce counterparty risk?'
Personal Loan	'Do I need to provide income proof for a Solo Loan application?' 'How do I apply for an Individual Loan online?' 'How do I track my Private Loan application status?'
Disclaimer	"Does a bank's Warning Notice cover all potential risks to customers?" "Is a bank's Notice of Disclaimer applicable to all financial products?" 'What is an ECS notice to customers?'
Important Notices to Shareholders / Bondholders	'What important notices are sent to Stockholders regarding changes in account terms?' 'How do Trustees of a trust receive important notices on behalf of the trust?' 'How do Holders of debt securities receive information about interest payments?'
Ind Jet Remit (RTGS)	'Can you tell me cvms time?' "Can I cancel an RTGS Remittance after it's processed?" 'What information do I need to provide for an RTGS transfer?'
IB Education Loan (IBA	'What is meritorious in education loan?' 'Could you inform me what is meritorious in education loan exactly?' "I'm curious about what is meritorious in education loan as per policy?"
Online Services	'What are the details on services are offered under qwikcollect according to bank guidelines?' 'Can I get the education loan online?' 'Are Digital Wallets secure for online transactions?'
IB i-Freedom Current Account	'What is the minimum balance requirement for an i-Freedom Current Account?' 'Is the Freedom current account eligible for salary crediting?' 'How can I close my IB i-Freedom Current Account?'
Corporate Governance Reports	'Can Administrative Transparency increase customer confidence in online banking?' 'What role does Institutional Integrity play in preventing banking fraud?' 'What role does Management Transparency play in preventing banking fraud?'
IB Sammaan	'Can IB Sammaan accounts be used for online shopping?' 'Who can open an IB Sammaan account?' 'How can customers update their KYC for IB Sammaan?'
Non-Resident Ordinary Account	'What is Benfits of NRO Savings Account ?' 'How to transfer money from nro sb account to a foreign bank account?' 'How to open a Non Ordinary sb account in a foreign country?'
Customer Centric Services	'How can Customer-Inspired Banking improve customer acquisition?' 'What are the key features of Customer-Inspired Services in online banking?' 'Please explain ecs notic to customer in detail?'
What’s New?	'Help me understand any update from ib website for my reference?' "I'm curious about any update from ib website as per policy?" 'Could you inform me latst news on ib exactly?'
MD & CEO Speeches / Media Interaction	"What did the CEO's address reveal about the bank's approach to financial inclusion?" "Can the CEO's speech increase depositors' confidence in the bank's stability?" "Can the CEO's interaction with media ease customer concerns on data security?"
Internet banking	'I want to understand additinal services in net banking specifically?' 'I want to understand net banking & mobile banking availability for salaam a/c specifically?' 'What are the benefits of using Online Banking services?'
Financial Inclusion	'Provide information on what is financial inclusion as mentioned in the brochure?' 'Kindly clarify what is financial inclusion as per the latest update?' 'How can Monetary Integration initiatives help underserved communities?'
How-to Videos Internet Banking	'Can Online Education Sessions help with understanding online interest rates?' 'How do Cyber Lessons help with understanding online statements?' 'Do Online Instructional Guides provide tips on online fraud prevention?'
IndOASIS Terms and Conditions	'Can I change my Rules IndOASIS for mobile banking?' 'What are the IndOASIS User Agreement rules for password management?' 'How do I access the IndOASIS Terms and Conditions document?'
Block Lost Credit Card	'Is Credit Blocking reversible if I recover my lost credit card?' 'What information do I need to provide to block credit card?' "What happens if I don't report credit card loss or theft promptly?"
IB Mahila Shakti For Women	'Who are the target customers for IB Mahila Shakti?' 'What are the benefits of opening an IB Mahila Shakti account?' 'What types of loans are available for IB Mahila Shakti customers?'
CA FOR STATE/CENTRAL GOVT & CONSULAR & IND PFMS (Government Accounts)	'How can government departments request changes to their account terms?' 'How are fees and charges structured for government-linked Current Accounts?' 'Can state or central government departments access bulk payment processing?'
Press Releases	'How do banks utilize Public Statements for crisis communication?' 'How do banks measure the success of Official Announcements?' 'How do Proclamations impact customer trust in banking institutions?'
Variable Recurring Deposit	'How does a Flexible Periodic Investment Deposit benefit a startup entrepreneur?' 'Can I take a loan against my Adjustable Periodic Investment Deposit?' 'What is the tenure of a Variable Installment Deposit in a bank?'
WhatsApp Banking	'How do I cancel a Whats App banking transaction?' 'How do I receive notifications from Whats App banking?' 'How do I report a lost or stolen Whats App banking SIM?'
New Pension Scheme as an avenue for Tax Savings	'What are the Tax Benefits Pension for self-employed individuals?' "I want to understand who is qualify for women's lakhapti scheme specifically?" 'Available UPI services in Smart scheme?'
Lending rates for Retail Assets	'What are the rates for Unsecured Personal Loans for weddings?' 'Can I negotiate the RV Loan interest rate with the lender?' 'What are the current rates for Motorcycle Loans at this bank?'
Nodal Officers_Ombudsman Scheme,2022	'How do Centralized Response Teams handle customer queries?' 'First Contact Officials handle complaints regarding credit cards, true or false?' 'Can Point of Contacts provide assistance in internet banking services?'
Tab Banking	'Can I set up budgeting tools on my slate banking platform?' 'What are the details on what are the advantages of customer on-boarding using tab according to bank guidelines?' 'How do I link my credit card to my slate banking account?'
Notifications	'What is SMS Alert charges in ?' 'What is the role of notifications in alert systems?' 'Can I set up customized Banking Messages for specific transaction amounts?'
Loan/OD/Credit Card against Deposit	'Can I get a loan against my credit deposit at a lower interest rate?' 'What is the maximum amount I can borrow against my credit deposit?' 'Provide information on what is overdraft against insurance as mentioned in the brochure?'
Nomination: A Must Have in Your Accounts	'Could you inform me nomine exactly?' 'Can a beneficiary access my account information during my lifetime?' 'Kindly clarify joint acc. required nomini. as per the latest update?'
Ind Advantage (Reward Program)	"What is the Advantage program's rewards redemption process?" 'How do I contact the Advantage Rewards customer support?' 'Can I combine Advantage Loyalty Program rewards with other offers?'
Remittance To India	'How does an international remittance work when transferring money to India?' 'What is the difference between an international remittance and a domestic transfer?' 'Can I transfer money to India in person at a bank branch?'
Education loan	'Which are the documents to be submitted for getting education loan?' 'Can you tell me which are the documents to be submitted for getting education loan?' 'Kindly clarify who is eligible for an education loan as per the latest update?'
NRI INFO BEAM Monthly Newsletter	'What kind of insights does the NRI INFO BEAM Monthly Newsletter provide?' 'What kind of market analysis is presented in the NRI INFO BEAM Monthly Newsletter?' 'Does the NRI INFO BEAM Monthly Newsletter offer personalized advice?'
Premium Current Account	'Are there any exclusive discounts for High-End Banking Account holders?' 'What is the interest rate on a Deluxe Checking Account?' 'Can an organization have multiple Current Accounts under different branches?'
Forex Rates for Treasury	'What are the key components of a Currency Strategy in banking?' 'How does the Exchange Rate Mechanism affect our cross-border transactions?' 'Can you explain the role of Exchange Rate Policy in shaping our treasury operations?'
SHG Bank Linkage Programme Direct Linkage to SHGs	'Can an SHG avail loan for educational purposes through Group Banking Link?' 'How does Women Empowerment through Banking Linkage Programme reduce poverty?' 'What is the role of Banking Correspondent in SHG Banking Initiative?'
Deposit Interest Certificate	"I'd like to know can i get interest certificate online please?" 'Help me understand can i have my interest certificate for my reference?' 'Provide information on can i have my interest certificate as mentioned in the brochure?'
Services rendered free of charge	'What costless transactions are offered to premium account holders?' 'Can I get free investment portfolio reviews with my account?' 'What is services rendered free of charge ?'
MSME DIGI Jewel Loan and Jewel Loan (Re-Pledge)	'What is the interest rate for MSME DIGI Jewel Loan?' 'what is eligibility criteria for customer to get MSME Digital Jewel Loan ?' 'Is MSME DIGI Jewel Loan available for new businesses or startups?'
Featured Products / Services / Schemes	'Do Star Products offer better interest rates than regular products?' 'How do I know which products are part of the Flagship Range?' 'What is the minimum balance required for Priority Banking Services?'
IB Salaam – Special Account for Defence Personnel	'Is mobile banking available for IB Salaam account holders?' 'Are there overdraft facilities for IB Salaam account holders?' 'What additional insurance benefits are provided?'
“IND Corp SB Elite” Payroll package scheme for Salaried Class with bundled Group Personal Accidental Insurance (PAI)	'Can I convert my Accidental Insurance to a personal policy after leaving IND Corp SB Elite?' 'Can I view my Accidental Insurance policy details online through IND Corp SB Elite?' 'Is the Accidental Insurance coverage under IND Corp SB Elite transferable to other banks?'
IND Micro Food Processing Enterprises- (PMFME)	'Please explain charges for pmfme in detail?' 'I want to understand charges for pmfme specifically?' 'How does a food manufacture enterprise benefit from debit card services?'
Customer care	'Provide information on what is customer care number of indian bank as mentioned in the brochure?' 'What are the details on i want to talk to your customer care team. i’m having trouble reaching the right person through the helpline number. according to bank guidelines?' 'Could you inform me i want to talk to your customer care team. i’m having trouble reaching the right person through the helpline number. exactly?'
Request a Call Back	'Process to use the Callback Request feature in Indian Bank?'
Fixed Deposit	'What is maximum & minimum amount for Fixed Deposit?' 'How do I choose the right Deposit scheme for me?' 'Can I open a Joint Deposit account with my spouse?'
DRAT & DRT NODAL AND LIAISON Officers	'Give me information about Drat & Drt nodal and liaison '
Savings Bank Account	'What type of account do I need to open a savings bank account?' 'How to open a Savings account online instantly?' 'Please explain how much should i keep in my savings a/c if i don’t want a cheque book in detail?'
IB Home Loan Plus	"Can I avail Housing Plus loan for a property in my wife's name?" 'What is the interest rate for IB Villa Plus loan for women borrowers?' 'What is the maximum loan tenure for IB Flat Plus loan?'
Quick Contact	'Quick contact for distress women' 'Can I get assistance from the Quick Connect team for investment products?' 'What information do I need to provide to receive Swift Support?'
IMAGE Email Id’s	'Can I update my Email Addresses IMAGE in the mobile banking app?' 'Do I need to provide IMAGE Email Ids for account closure requests?' 'What is the format for IMAGE Email Addresses in online banking?'
OVERDRAFT FACILITY IN SB SALARY A/C“IB INSTA CASHâ€	'Kindly clarify what is quantum of loan for insta cash as per the latest update?' 'What is quantum of loan for Insta Cash?' 'Help me understand goal of od facility in sb salary a/c for my reference?'
FCNR (B) Accounts	'Provide information on is an nri eligible to open an fcnr account as mentioned in the brochure?' 'Help me understand what advantages does an fcnr account offer for my reference?' 'Could you inform me what is benfits of forain currency non residential account exactly?'
Weaver MUDRA	'Can I apply for Weaver MUDRA loans online?' 'What documents are required for loan application?' 'What are the different categories of MUDRA loans?'
Internet/Mobile/Tele Banking	'How to download form 16 a?' 'Can you tell me how to download form 16 a?' 'Kindly clarify can i get an aadhaar correction form in hindi as per the latest update?'
Chief Vigilance Officer	'Who is the current Chief Vigilance Officer of Indian Bank ?' 'How does Chief Vigilance Officer ensure banking services are customer-centric?' 'What is the relationship between CVO and banking regulatory bodies?'
IB Gen X – For the Vibrant Youth	'Who are the target customers for IB Gen X?' 'What is the initial deposit required for an IB Gen X account?' 'What is the average monthly balance requirement?'
IMAGE	'What is the process for verifying a faxed image of my ID?' 'How do I upload a graphic of my signature for online banking?' 'Can I submit a screenshot of my payment confirmation as proof?'
OD against Gold Jewels	'How to apply for OD Gold against my inherited jewelry?' 'What is the interest rate on OD jewelery loans for senior citizens?' 'What is the processing fee for OD jewel loan application?'
Investor Guide / FAQ	'What are the benefits of reading the Investor FAQ?' 'Are there any investment strategies outlined in the Investor Information?' 'Why investor guide is needed?'
Say No to Queues and Yes to Fastag!!!!!	'Can I use Rapid Pass for online banking services?' 'Is Instant Access available for account inquiries?' 'Will No Queue Banking improve my financial management?'
Premium Services	'What perks do Select clients receive with priority travel bookings?' 'Do First-Class customers receive preferential foreign exchange rates?' 'How does the Private wealth management service handle estate planning?'
e Payment of Indirect Taxes	'How does Indirect Tax Payment online reduce the need for physical visits?' 'What is the deadline for e Payment of Indirect Taxes for quarterly filers?' 'Can I make Indirect Tax Payment online using my savings account?'
Capital Gains	'What happens if the deposit matures before reinvestment?' 'Minimum and Maximum Period in Capital Gains' 'How do I calculate Appreciation in Value of my mutual funds?'
Home Loan Scheme for Economically Weaker Section (EWS), Low Income Group (LIG) and Middle Income Group (MIG) individuals: Urban Areas	'Can members of the Economically Backward Society avail of home loan subsidies?' 'What is the processing fee for a Loan application from the Economically Challenged?' 'How does the Affordable Housing Scheme benefit Low-Income Families?'
Find the Best Avenues for Tax Savings with Indian Bank	'Provide information on press relese in ib as mentioned in the brochure?' 'What tax-advantaged schemes does Indian Bank offer for individual customers?' 'What are the fiscal benefits of banking with Indian Bank for tax exemption?'
Careers	'Are there career opportunities in digital payments for engineers?' 'How do I secure a role in financial advisory services?' 'Are there career opportunities in treasury management for finance majors?'
Indian Bank Annual Reports	"Is Indian Bank's Annual Financial Report available in Braille format?" "Is Indian Bank's Annual Financial Report audited by external auditors?" "Is Indian Bank's Annual Financial Statement available in Hindi?"
Lending rates	'Do financing rates vary based on income level for personal loans?' 'What are the funding rates for commercial property purchases?' 'Could you inform me fair lending pratices code exactly?'
CAMS-CRA_Registration	'Can I register in CAMS?' 'Process to register in CRA ?'
Capital Gains SB account	'Is the Capital Gains SB account subject to TDS deductions?' 'Can I get a passbook for my Capital Gains SB account?' 'How do I track my savings gains account online?'
What’s New?	"What's the update on personalized financial planning and advice?" "What's the news on contactless payment technology?" "What's the news on new online banking tutorials and resources?"
IND – PM Vishwakarma	'Is there a subsidy provided under this scheme?' 'Age Limit for PM Vishwakarma loan?' 'What is the age limit for applying?'
Foreign Branches	'Help me understand 2023-2024 statutor branch in hin for my reference?' 'Could you inform me 2023-2024 statutor branch in hin exactly?' 'How do Overseas Branches manage risks and compliance?'
Compressed Bio Gas plant financing under Sustainable alternative towards affordable Transportation	'Do banks offer working capital loans for Bio Methane Production Units?' 'How do banks assess risk for Bio-CNG Generation Plant financing?' 'Do banks offer moratorium period for Bio Methane Production Unit loans?'
Bharat Aadhaar Seeding Enabler	'Can I seed my Aadhaar using the Bharat Aadhaar Seeding Enabler at an ATM?' 'Is the Aadhaar Linking Enabler available for NRIs?' 'Can I use the Bharat Aadhaar Seeding Enabler for credit card accounts?'
Managing Director & CEO’s Profile	'What are the details on profile of md & ceo according to bank guidelines?' "I'd like to know managing director in social media. please?" 'Provide information on md,ceo bio details as mentioned in the brochure?'
One Time Settlement for NPA Borrowers (eOTS)	'Can I avail of the One Time Settlement option for my NPA loan?' 'What is the impact of One Time Settlement on my loan account?' 'How does the Single Settlement of Non-Performing Assets scheme work?'
New SB Product for Salaried Customers IND SALARY SURAKSHA	'How does Income Security work with my existing life insurance policy?' 'What are the details on accidential insurance cover on debit card in salary suraksha according to bank guidelines?' 'How does Income Security benefit salaried customers?'
“New SB Product for Pensioners” IND PENSION PRIME	"Are there any age restrictions for Prime Pensioners' Savings Plan?" 'What documents are required to open an IND PENSION PRIME account?' "How does Prime Pensioners' Savings Plan help in wealth creation?"
WORKING CAPITAL	"How does WORKING CAPITAL influence a company's creditworthiness?" 'What is the primary purpose of maintaining cash reserves in a business?' 'How does Cash flow management influence WORKING CAPITAL requirements?'
Stay Safe: Watch Out for Suspicious Files, APKs, and Links	'Can I trust Unfamiliar File Extensions in emails from unknown senders?' 'How do I protect myself from Malware Infections through email attachments?' 'Can I trust a File with an Unknown Extension from an unknown sender?'
How-to Videos Mobile Banking	'Can Mobile Video Coaching help with setting up mobile banking notifications?' 'What are the benefits of using On-the-Go Tutorials for mobile banking services?' 'What can I learn from Mobile Guides about transferring funds between accounts?'
Jewel Loan: Unlock the Value of Your Gold for Financial Flexibility	'Can I take a second Jewellery Financial Freedom loan against the same collateral?' 'How does Jewellery Wealth Financial Flexibility loan work for pensioners?' 'Are Jewellery Financial Freedom loans only available for gold ornaments?'
F.A.Qs	'Are there any Common Misconceptions about credit scores?' 'How do I resolve issues addressed in the Frequently Asked Questions section?' 'Can I find the Most Frequently Sought Answers about mortgage rates?'
IB HOME ENRICH	'How does Housing Enhancement support energy-efficient upgrades?' 'How does Villa Enhancement influence property value assessments?' 'Can I track my Apartment Enrich expenses through mobile banking?'
SMS Banking/ Missed Call Service	'How does Mobile Banking System ensure secure transactions?' 'How does Telephone Banking Service help in account management?' 'Is Mobile Banking Service secure for conducting financial transactions?'
Financing Agriculturists for Purchase of Tractors & Other Farm Machinery	"I'm curious about farm loan interest rates prdct as per policy?" 'Automated Teller Machine' 'Can I get a loan to buy Farm Machinery for a startup farm?'
Pre Approved Business Loan	'Nature of facility avaliable in pre approval business loan ?' 'Could you inform me loan facilities available in instant approval bussiness loan exactly?' 'Quantum of limit avaliable in pre approval business loan ?'
Account Balance	'What are the details on check a/c bal fast according to bank guidelines?' 'Help me understand any extra facilities availble for sb prime pension acct. for my reference?' "I'm curious about any extra facilities availble for sb prime pension acct. as per policy?"
Important Communication regarding Amalgamation (Internet Banking / Mobile Banking)	'How does Mobile Banking Integration Update benefit me as a customer?' 'Will Important Communication regarding Internet Banking Merger change my login credentials?' 'Can I still use my internet banking credentials for mobile banking after Amalgamation Internet Update?'
Whistle Blower Policy	'Customer Grievance Redressal System?' 'Can customers report fraudulent activities using the Whistle Blower Policy?' 'Whistleblower Guidelines: Can customers report suspicious transactions online?'
IMAGE Infrastructure	'Can the groundwork of online banking portals support personalized offerings?' 'Can the undercarriage of online banking support biometric authentication?' 'What is the makeup of omnichannel banking for enhanced customer experience?'
Units of IMAGE	'Can I access my Visual Files via online banking portal dashboard?' 'Can Visual Records be used for account verification purposes?' 'Can I view my Graphic Archives in the online banking platform?'
Financial Inclusion in India: Filling the Void	'What is Financial Inclusion?' 'Kindly clarify cvms in chennai as per the latest update?' 'Could you inform me mob num chnage in adhar corection exactly?'
Food and Agro Processing	'How does food processing and preservation impact my business growth?' 'What are the key challenges faced by food processing businesses in financing?' 'Can I avail of a line of credit for my food processing business?'
Current Account – Minimum Balance Requirement	'Is the minimum balance requirement different for Current Accounts linked to loans or overdrafts?' 'What is the minimum balance requirement for joint Current Accounts?' 'Can the minimum balance requirement be reduced for senior citizens or specific categories of customers?'
IndSMART Mobile Banking App Checksum	'Is IndSMART Mobile App Checksum compatible with all mobile browsers?' 'Is Mobile App Checksum mandatory for IndSMART banking app users?' 'IndSMART Mobile App Checksum is not recognizing my device, why?'
Home Loan	'Interest rate of Home Loan?' 'Help me understand what is the purpose of home loan for my reference?' 'What is a home loan?'
Sukanya Samriddhi Account	'What is the minimum age of the girl child to open a Sukanya Samriddhi Yojana account?' 'Sukanya Samriddhi Yojana account can be extended for how long after maturity?' 'How to change the nominee of my Sukanya Samriddhi Yojana account?'
Statement	'I want to understand i want statement of my account. specifically?' 'Please explain i want statement of my account. in detail?' 'Provide information on i want statement of my account. as mentioned in the brochure?'
Another Option for Pension	'Are there Other Pension Options for self-employed individuals?' 'What are the other options for pensions?' 'What are the other options for pensions?'
Education Loan Subsidy Schemes	'Can I get a Subsidized Education loan for pursuing a Ph.D.?' 'Can I get a study subsidy for vocational courses?' 'Can I avail Educational subsidy for part-time courses?'
IND-SME E-VAAHAN	'Is there a moratorium period available for the SME E-Vahaan loan?' 'Are there any restrictions on the type of electric vehicle that can be purchased?' 'Can I link my SME E-Transport account to my business debit card?'
Login procedure for Mobile Banking	'What is the purpose of the Mobile Banking Credentials Entry?' 'How to troubleshoot Mobile Banking Login Issues?' 'How to complete the Mobile Banking Authentication Steps?'
Credit Life Insurance Coverages in Association with M/s. Kotak Life	'Does Kotak Insurance cover accidental death or disability?' 'Who is eligible for Insurance in Association with M/s. Kotak Life?' "Can I purchase Kotak Life Insurance's coverage for my business loan?"
Loyalty Program Delights: Unlocking Special Rewards for Your Loyalty	'What is the redemption process for Customer Devotion Rewards points?' 'Can Devotion Surprises programs be used to offset banking fees?' 'How do Faithfulness Incentives programs improve customer banking experiences?'
IB Home Improve	'What type of insurance provided in House Improve ?' 'Can you tell me essential documentation for development housing loan?' 'Provide information on allowance for pashu mitra development as mentioned in the brochure?'
Debenture Trustee	'Can a Debenture Trustee take possession of collateral in case of default?' 'How does a Debenture Trustee ensure compliance with regulatory requirements?' 'How does a Debenture Trustee oversee the loan servicing process?'
Point of Sale (PoS)	'What is the average transaction processing time on a Point Sales machine?' 'Are PoS terminals secure for transactions?' 'What is the benefit of using a PoS System for contactless payments?'
TERMS AND CONDITIONS - TERM DEPOSIT ACCOUNT	'Can a term deposit be renewed automatically?' 'Can I take a loan against my term deposit?' 'What are the penalties for premature withdrawal of a term deposit?'
Disclosures	'What information is shared in a Transaction Details Disclosure report?' 'How do banks ensure Full Disclosure of fees and charges?' 'How do banks facilitate Transparent Business Practices with customers?'
IND MSME VEHICLE	'What is the repayment tenure for Micro Small Medium Enterprises vaahan loan?' 'Is MSME Vaahan loan available for existing business owners?' 'How much amount of loan provide in loan for msme vehicle?'
How to Save Tax 101: A Comprehensive Guide to Tax Saving Investment Options	'Can you tell me what is section 80c?' 'What is Section 80C?' 'Please explain what is section 80c in detail?'
Resident Foreign Currency account for Returning Indians	'Eligible customer for Resident Foreign Currency Account for returning indians?' 'Can I use my Resident Foreign Currency account for international trade transactions?' 'Can I have multiple Resident Foreign Currency Savings accounts in different currencies?'
Interest Rates on SB / NRO / NRE Accounts	'I want to understand salient features of non resident ordinary account specifically?' 'What is the interest rate on my Resident Indian Non-Resident External account?' 'Can I earn interest on my Foreign Currency Non-Resident account?'
Merchant UPI QR Code	'Can I use Merchants e-rupi for transactions below ₹100?' 'How do I resolve issues with my Merchant Payment QR Code?' 'What is the process for canceling a merchant qr code payment?'
PSB LOANS IN 59 MINUTES	'What is the eligibility criteria for PSB Loans in 59 Minutes?' 'How long does it take to disburse a Public Sector 59 Minute loan?' 'Is collateral required for PSB Loans in 59 Minutes?'
Add to your Financial Stability with IND Shakti 555 days	'Can I use Long-Term Investment Plan with IND Shakti 555 days for home loans?' 'Can I use IND Shakti 555 days in banking for international transactions?' 'Could you inform me how many times can interest rate types be switched in a loan with a tenure of up to 5 years exactly?'
NEFT	'How to initiate an Online Fund Transfer for the first time?' 'What are the Online Money Transfer charges applicable?' 'Other Requirements/Details in National Electronic Funds Transfer ?'
Life Insurance Corporation Of India	'Give some LIC options' 'Give me helpline number of LIC of india'
IB Star Agro Mills (Rice Mill, Dhal Mill, Oil Mill and Flour Mill)	'Do Flour Mills need a business plan for a startup loan?' 'What are the requirements for Dhal Mill owners to apply for a line of credit?' 'What are the benefits of a business savings account for Oil Mills?'
Policies and Regulations	"Can a bank's Internal Guidelines for risk assessment be shared?" 'What are the details on when was the arogya raksha group health insurance product withdrawn for new policies according to bank guidelines?' 'Do Ordinances on interest rates change frequently?'
Regulatory Disclosures Section	'How does the Regulatory Information Section impact my credit score?' 'Can I request changes to the Regulatory Disclosures Section for my account?' 'How does the Banking Disclosures Section impact my account opening process?'
IND HEALTH CARE	'Can I use my Sanitation Services card for online transactions?' 'Can I link my Medical ID card to my debit card?' "How does the bank's Health Insurance policy work?"
Retail Loans_Credit Card	'How can I apply for a credit card online?'
IB Home Loan Flexi	'Provide information on types of borrowers available for housing loan flexible as mentioned in the brochure?' 'Can I get a Flat Flexi loan with a lower loan-to-value ratio?' 'Can I use the Real Estate Flexi loan to purchase a commercial property?'
IND- KRISHI INFRA FUND (AGRICULTURE INFRA FUND)	'Can Agriculture Infrastructure Fund be used for crop insurance premiums?' 'repayment period in Krishi infra fund?' 'Can I use Agriculture Infrastructure Fund for irrigation system installation?'
Tap, Pay and Go: RuPay NCMC Card	'What is the eligibility criterion for Tab Pay Card RuPay NCMC?' 'Can I use Tap Pay RuPay NCMC card for education fees payment?' 'Can I use Tap Pay RuPay NCMC card for hotel bookings?'
NRI Plot Loan	'What is the foreclosure procedure for a non-resident property loan?' 'Do I need to show employment proof for an NRI Plot Loan application?' 'Can I get a loan for a plot purchase in a gated community?'
Termination Clause Mobile Banking (IndSmart)	'How does the Cancellation Provision affect my account balance?' 'What is the role of the Termination Notice in customer communication?' 'Can I request a waiver of the Discontinuation Provision?'
Privacy Policy Digital Currency	'How does Digital Currency Privacy Policy handle sensitive personal data?' 'Can I opt-out of Online Digital Rupee data sharing with third parties?' 'Can I request deletion of personal data under Digital Currency Privacy Policy?'
Awards & Accolades	'What Recognition has the bank received for its branch transformation initiatives?' 'How do Accolades impact customer trust in banking institutions?' 'How do Recognition programs drive business growth in banking?'
Statutory Central Auditors	'How do Auditing procedures address bank data security breaches?' 'Can Statutory Auditors audit bank electronic payment systems?' 'Are Official Auditors responsible for auditing bank financial statements?'
IND Non-Callable Deposit	'Mode of interest payment in Non-Callable Deposit ?' 'Is a Non-Callable Deposit eligible for tax benefits?' 'What are the penalties for breaking a Non-Withdrawable Deposit?'
Agri Clinic and Agri Business Centres	'How does Farm Clinic support sustainable agricultural practices?' 'How does Farm Clinic support organic farming practices?' 'What agricultural technology solutions are offered by Agri Business Centre?'
Interest Rate for Agri Products	'What are the Agri Product rates for dairy farming and livestock?' "Can I get a customized Agri Product rate based on my farm's credit history?" 'Can I get an Agri Product rate loan without collateral or security?'
National Common Mobility Card (NCMC)	"I'm curious about steps to add cash into wallet as per policy?" 'What is the process for replacing a damaged National Mobility Card?' 'What are the details on steps to add cash into wallet according to bank guidelines?'
IB Corp SB – Payroll Package Scheme for Salaried Class	'What happens if an employee leaves the organization?' 'Is mobile banking available for IB Corp SB customers?' 'What are the salary credit timelines for IB Corp SB?'
Investor Grievances	'How do banks resolve Investor Dissatisfaction with investment product features?' 'Can I escalate my Dissatisfaction with investment advice to a higher authority?' 'What are the key reasons for Investor Alienation from banks?'
IB TAX SAVER SCHEME	'How much tax benefit can I get under this scheme?' 'How does interest application work in the IB Tax Saver Scheme?' 'Can I open multiple IB Tax Saver deposit accounts?'
Investor Relations	'What is the importance of Investor Engagement for bank growth?' 'Can I get investor charter?' "What is the impact of Investor Information on a bank's market value?"
Agriculture Loan	'What is the maximum amount I can borrow under Krishi loan?' 'Can I prepay my Farmer loan without any penalty?' 'Can I use an Agri loan for setting up a dairy farm?'
Death Claim Settlement	'How long does it take to receive a Fatal Accident Compensation payout?' 'Who receives the Life Insurance Proceeds in the event of a death?' 'What are the supporting documents required for a Deceased Policyholder Claim?'
Recurring Deposit	'Is a Fixed Recurring Deposit eligible for tax benefits?' 'What happens if I miss a Regular Deposit installment?' 'Can I nominate a beneficiary for a Systematic Savings Plan?'
Privacy Policy IB Merchant App	'How does the Merchant App Privacy Policy impact my bank account information?' 'What rights do I have under the Merchant App Privacy Policy?' 'Is the Privacy Policy Merchant App secure for online banking transactions?'
Savings Bank	'Can you tell me how to open account online without visiting bank?' 'Provide information on how to open account online without visiting bank as mentioned in the brochure?' 'Could you inform me how to open account online without visiting bank exactly?'
DISPLAY OF INFORMATION SECURED ASSETS POSSESSED UNDER THE SARFAESI ACT 2002	'How does a bank Provide Asset-wise Breakup of Outstanding Dues?' 'How does the Display of Secured Assets help in Risk Management?' 'What is the role of the CERSAI in Secured Assets Disclosure Process?'
e Payment of Direct Taxes	'Can I use a prepaid card for Direct Taxes Online Payment?' 'Can I make a partial Online Direct Tax Payment?' "I'm curious about am i eligiblity for e paymt direct as per policy?"
Re-KYC: Periodic Update of KYC Details	'What are the KYC details that require periodic updating?' 'can I update my KYC details through the online Re-KYC portal?' 'Can I update my KYC details online through the Re-KYC process?'
IB RERA Current Account	'Applicable charges for rera account?' 'Eligible customer for IB RERA Current Account?' 'What is the RERA Current account maintenance fee?'
Privacy Policy Corporate Merchant App	'What is the procedure for reporting a Corporate Data Breach Incident?' "How does the App's Corporate Data Encryption Protocol work?" 'How does the Corporate Confidentiality Agreement impact business transactions on the platform?'
Savings Bank Account for Pensioners	'How many leaves having cheque book in Savings Bank Account for Pensioners?' 'How to update my address in my SB Pension account?' 'Is the Saving Pensioner account eligible for tax exemption?'
Extraordinary General Meetings	"How does an Extraordinary General Assembly impact my bank account's safety?" 'What are the key agenda items for an Extraordinary General Assembly in banking?' "What are the procedures for amending a bank's bylaws during an EGM Meeting?"
IB Doctor Plus	'What are the benefits of Physician Care Plus in online banking?' "How does Physician's Assistant Plus facilitate loan pre-approvals?" 'What is the purpose of the IB Doctor Plus loan?'
IB HARIT	'What are the security features of Live Account Information systems?' 'Can non-maintenance charges be deducted automatically?' 'How does Instant Account Information help in avoiding late fees?'
Welcome to a New Year of Good Returns with Ind-Swagat	'Can I link my Indian Reception account to mobile banking?' 'What is the process for redeeming Indian Respect Rewards?' 'How do Indian Respect Returns work with fixed deposits?'
IND COURT	'Are judicial remedies available for online banking fraud?' 'Can a judicial order force a bank to waive fees?' "Tribune's role in regulating bank interest rates explored."
SOVA Android Trojan ALERT!!	'Is the SOVA Android Trojan ALERT a threat to mobile payment apps?' 'What are the legal implications of a SOVA Trojan Alert infection on my banking device?' 'How does the SOVA Trojan Alert use social engineering to trick banking customers?'
Best Practices code of the Bank	'Are there any Standards for ensuring accurate account statements?' 'How does Code of Conduct impact customer confidentiality agreements?' 'Are there any Regulatory Guidelines for fair lending practices in place?'
Corporate Credit	'How does corporate credit impact loan approvals?' 'What is corporate credit, and how does it work?' 'Which financial institutions offer corporate credit?'
Customer Complaints / Awareness	'What are the details on how to register a complaint regarding uebt fraud according to bank guidelines?' 'Please explain service request number in detail?' 'Kindly clarify can i get sep 2024 complaints data as per the latest update?'
Managing Director & CEO’s Profile	"How does the Managing Director's Profile impact stakeholder relationships?" 'How does the MD & CEO Biography promote banking transparency?' "What does a CEO Profile reveal about a bank's values?"
Designated Authority for Whistle Blower Complaints	'Does the Designated Authority for Whistle Blower Complaints investigate customer disputes?' 'I want to understand who is the designated authority person for whistal blower complaints specifically?' 'Who is the designated authority person for whistal blower complaints?'
OVERDRAFT FACILITY IN SB SALARY A/C“IB INSTA CASH”	'How long does it take to process my OD Insta Cash application on my salary account?' 'Can I avail Insta Cash Overdraft on my joint sb salary account?' 'Is OD Insta Cash only available for sb salary accounts with a minimum balance?'
IMPORTANT TERMS AND CONDITIONS – CA (Current Account)	'Does the bank provide a grace period for restoring the minimum balance?' 'How is the minimum balance calculated—daily, weekly, or monthly average?' 'What are the consequences of persistent non-maintenance of the minimum balance?'
IMPORTANT TERMS AND CONDITIONS – SB	'For whom Savings Account cannot be opened as per RBI T&C?' 'Terms & conditions of process for saving account opening?' 'Terms & conditions of process for saving account opening?'
IND GST ADVANTAGE	'What documents are required to apply for the loan?' 'Are there any processing charges associated with the loan application?' 'processing charges on GST Advantage ?'
IND NAVYA	'How does Tidal Financial Technologies support online savings accounts?' 'How does SeaChange Financial Technologies support online foreign exchange transactions?' 'Can Oceanic Banking Solutions help with bill payments online?'
Empanelments / Engagements	'What are the terms and conditions of a Federation Partnership?' 'Please explain how does the bank select recovery agents for empanelment in detail?' 'What is the application process for an Affiliation with the bank?'
Government Sponsored Jan Suraksha Schemes: Trio Pack for Your Financial Security	'What is the process for renewing my Jan Suraksha Trio Pack policy?' 'Can I avail a loan against my Jan Suraksha Trio Pack scheme?' "What is the benefit of availing Jan Suraksha trio pack for my family's security?"
Access Restricted	'Why is my online banking access Limited to Read-Only mode?' 'Can I still use mobile banking with a Controlled Access account?' 'Is a Restricted Account still eligible for loan applications?'
KCC Marine Gold Scheme	'Can I use Coastal Agricultural Credit Card for crop insurance premiums?' 'What is the eligibility criteria for Oceanic Agricultural Credit Card?' "Can I use Nautical Farmers' Credit Card for fishing net purchases?"
IND Rupee Gain	'What is the minimum balance requirement for Rupee Gain eligibility?' 'How do exchange rates affect my Currency Gain?' 'What triggers IND Rupee Growth in my savings account?'
Ind Mortgage	'What is the maximum loan tenure for a Residential Mortgage Loan?' 'What are the eligibility criteria for a Home Purchase Loan?' 'Could you inform me what are the documents to be submitted for mortgage exactly?'
IndSMART	'What is the purpose of Implementing Smart Investment Decision Support and Risk Tracking?' 'Kindly clarify ib smart ap as per the latest update?' 'Please explain ib smart ap in detail?'
IND Millionaire Recurring Deposit Account NRE	'How to close IND Millionaire Recurring Deposit Account NRE prematurely?' 'What is the interest rate offered on NRE Millionaire Recurring Deposit Account?' 'What is the minimum deposit for Millionaire Recurring Deposit NRE account?'
First Quarter Financial Results 2024-25	'How will Initial Quarter Earnings impact customer savings account interest rates?' 'What do Opening Quarter Results imply for small business credit card applications?' 'Do Opening Quarter Results signal changes to wire transfer fees?'
Sukanya Samriddhi Account Scheme	"What is the maximum deposit limit for a Women's Financial Security Scheme?" 'Is the Girl Child Prosperity Account a government-backed scheme?' "What are the documents required to open a Daughter's Financial Welfare Account?"
IB MSME Jewel Loan	'Do I need a guarantor for IB MSME Jewel Loan?' 'Can I use MSME Gold Loan to fund my startup venture?' 'Can I take IB MSME Jewelry Loan for business modernization?'
IB Produce Marketing Loan Loan Against eNWRs	'How does Warehouse Receipt Financing Against eNWRs help in supply chain management?' 'How does Agricultural Market Loan Against eNWRs reduce market risks?' "I'm curious about reimbursement duration against marketing loan as per policy?"
IND GURUDEV (Auto Sweep & SMS Alert)	'What types of transactions are covered under SMS alerts for IND GURUDEV?' 'How does the Auto Sweep facility work in IND GURUDEV?' 'Is there an upper limit for Auto Sweep transfers in IND GURUDEV?'
IBEX GOLD CARD SCHEME (GCS) FOR EXPORTERS	'Do GCS members receive trade financing at competitive rates?' 'Are IBEX Exporters eligible for a loyalty program under GCS?' 'Are IBEX Exporters eligible for a credit limit enhancement under GCS?'
Nodal Officers RBI Integrated Ombudsman Scheme, 2021	'How does a Zone-wise Nodal Authority handle customer feedback?' 'Can a Customer Service Regional Officer help with loan disbursal?' 'Who is the single point of contact for banking complaints in a region?'
IB CORP SB Payroll Package Scheme for Salaried Class	'How does the Corporate Savings Scheme benefit salaried class employees in banking?' 'Can I access my payroll account online through net banking?' 'Can I open a Corporate Payroll account with a minimum balance requirement?'
IB Education Loan (IBA)	'Can IBA Education loans be used for tuition fee and living expenses?' 'What is the repayment tenure for IBA Study Aboard loans?' 'Does IBA offer scholarships to students pursuing higher education?'
Working Capital	'How does a company qualify for a working capital loan?' 'What is the role of accounts receivable in working capital?' 'What is working capital, and why is it important?'
Forex Remittance Facility through Internet Banking- Retail	'Can I use Forex Remittance Internet Banking Retail to send gifts abroad?' 'What are the Forex Remittance via Internet Banking Retail exchange rates based on?' 'What are the system requirements for using Retail Forex Remittance Service online?'
SB Platinum Savings Bank Platinum Account with Sweep facility	'Can I open a Savings Platinum Sweep account jointly with someone?' 'What is the process for closing a Savings Platinum Sweep account?' 'How does the sweep facility in Savings Platinum Sweep account work?'
Amalgamation	'What are the benefits of a Corporate Merger for customers?' 'Amalgamation?' 'Will a Financial Union result in better interest rates for customers?'
Agricultural Jewel Loan Scheme	'Do I need to have a co-applicant for Agri Gold loan?' 'What is the Agri Jewel Loan Scheme application process?' 'What are the Agri Jewel Loan Scheme customer support contact details?'
IMAGE Principal’s Message	'Can customers expect personalized messages from the Principal’s Message at IMAGE?' 'How does the Principal’s Message at IMAGE foster a sense of community?' 'Can customers provide feedback on the Message from IMAGE Principal?'
RFC TERM DEPOSIT Rates	'How does a Fixed Rate CD work for retirees?' 'Do all banks offer a Risk-Free Fixed Deposit calculator online?' 'Can I withdraw my money from a Risk-Free Fixed Deposit early?'
Interest Rates on Personal Segment Loan Products Fixed	'How do Interest Rates on Individual Credit Facilities affect loan eligibility?' 'Can I use a Personal Loan Account to pay off high-interest debt?' 'Do Private Banking Solutions offer competitive interest rates?'
NRE and RFC SB interest Rates	'What is the average interest rate on External Rupee savings accounts?' 'Can I earn interest on my RFC account in a foreign currency?' 'Can I get door-step banking services for my Resident Foreign Currency account?'
Life Certificate	'What are the details on can i submit life certificate request online according to bank guidelines?' 'Please explain can i submit life certificate request online in detail?' 'I want to understand can i submit life certificate request online specifically?'
RuPay Key Chain	'I want to understand what is the limit of rupay key chain specifically?' 'Can you tell me what is the limit of rupay key chain?' 'What is the limit of RuPay key chain?'
Common Account Opening Form-Non Individuals	'Can a Non-Individual Customer Account Creation Form be used for a limited liability partnership?' 'What are the benefits of using a Standardized Non-Individual Account Opening Document?' 'Can a Non-Individual Account Opening Application be submitted by an authorized signatory?'
UPI through USSD(Hin)	'Can You give me some information about USSD in hindi?'
Applications supported by Blocked Amount (ASBA)	'Are ASBA Applications supported for non-resident Indians?' 'Are Applications supported Blocked available for all types of bank branches?' 'Are Applications supported Blocked available for all types of investments?'
Booklet on Digital Products & services	'Can I get online booklet on products & services of Indian Bank?'
Mobile Banking	'Provide information on how to register mobile banking as mentioned in the brochure?' "Help me understand what is indian bank's mobile banking app for my reference?" "Provide information on what is indian bank's mobile banking app as mentioned in the brochure?"
Corporate Social Responsiblity	'Does Business Integrity training enhance banking risk management?' 'What is the significance of Ethical Governance in banking decision-making?' 'What is the significance of Corporate Governance in banking risk management?'
Special Non-Resident Rupee Account (SNRR)	'Can I open an SNRR account with a zero balance?' 'Can I use my SNRR account to make investments in Indian mutual funds?' 'How does the Special Rupee account help with investment in India?'
Reverse Mortgage	'How does a Reverse Mortgage Calculator determine eligibility?' 'How does a Reverse Mortgage Calculator estimate loan amounts?' 'Can I use a Lifetime Mortgage to invest in stocks?'
IndSMART: Indian Bank’s Omni channel Mobile App	'Provide information on what services can i access through the indsmart app as mentioned in the brochure?' 'What are the details on what services can i access through the indsmart app according to bank guidelines?' 'Could you inform me what services can i access through the indsmart app exactly?'
Service Charges on ATM Services	'How to avoid debit Charges on ATM withdrawals?' 'How to check my debit Charges statement online?' 'Are ATM charge exemptions available for senior citizens?'
Don’t Be a Money Mule: Protect Yourself from Fraud	'What is a Money Fraud Shield, and how does it work?' 'What is a Money Fraud Intermediary, and how does it work?' 'Can I be held liable for being an Unintentional Fraud Pawn?'
MACT SB	'How to withdraw money from Mact SB?' "What is the Vehicle Accident Claims Tribunal's procedure for claim submission?" 'Can the Motor Accident Compensation Tribunal compensate for property damage?'
MSME AUTO RENEWAL	'Is MSME RENEWAL available for small-scale industries in the manufacturing sector?' 'How does MSME RENEWAL benefit Small and Medium-sized Enterprises in banking?' 'How does MSME AUTO RENEWAL help in reducing loan processing time in banking?'
IMPORTANT TERMS AND CONDITIONS – CA	'Can I transfer my Current Account to another branch?' 'Can I transfer my Current Account to another branch?' 'What is the minimum balance requirement terms & conditions for a Current Account?'
Account Opening Forms NRI	'What is the document checklist for the Foreign National Account Opening?' 'Can I use the Online Non-Resident Account Opening Facility?' 'How long does it take to process the NRI Account Application Package?'
Tamil Nadu Grama Bank	'What are the products of tamil nadu grama bank' 'Services of tamil nadu grama bank?'
NRE SB ACCOUNTS	'Is interest earned on an NRE Saving account taxable?' 'Can I use my NRE SB account for bill payments?' 'What is TAX Benfits of NRE Saving Bank Accounts ?'
Shareholding Pattern	'What are the implications of concentrated Shareholding Distribution?' 'Kindly clarify sabs 2023 to 24 as per the latest update?' 'Can a Shareholding Pattern change impact my banking account?'
E-ALLAHABAD BANK	"Can I apply for a loan through the Indian Monarch's internet banking?" "What are the features of the Allahabad Bank's online trading platform?" "Can I pay my utility bills through the City of Prime Ministers' online bill pay feature?"
QIP WEBSITE DISCLAIMER	'Can banks be held liable for QIP Disclaimer violations?' 'How does the Qualified Institutional Placement Disclaimer relate to risk management?' 'How does the Qualified Institutional Placement Website Disclaimer protect banks?'
Bank’s Profile	"What is the bank's summary of its risk management practices?" "What information is available about the bank's investor relations?" "What is the bank's outline of its business segments?"
Rajbhasha	'Give me some information about Rajbhasha?'
Investors	'What is the role of investors in a bank?'
ATM/Debit Cards	'Eligibility criteria for atm debit card?'
Unleash your Entrepreneurial Skills with Indian Bank’s MSME Loans	'Kindly clarify what is unleash your entrepreneurial skills in msme loan as per the latest update?' 'What are the details on what is unleash your entrepreneurial skills in msme loan according to bank guidelines?' "I'm curious about what is unleash your entrepreneurial skills in msme loan as per policy?"
IB MY OWN SHOP	'What are the details on collateral rates for my own store according to bank guidelines?' 'How do I set up my marketplace in online banking?' 'What type of businesses can apply for IB My Own Shop?'
IND Corp SB – Elite (Payroll Package Scheme)	'Can I get a credit card with the IND Corp SB – Elite account?' 'What customer support services are available for IND Corp SB – Elite account holders?' 'Are there any overdraft facilities available with IND Corp SB – Elite?'
IB – COMFORT - DOMESTIC AND NRE (Minimum Balance & Charges)	'Does the minimum balance requirement affect interest rates or benefits?' 'What is the grace period for maintaining the minimum balance in IB Comfort accounts?' 'Are there different minimum balance requirements for urban, semi-urban, and rural branches?'
IB Education Loan(IBA)	'What is meritorious in education loan?'
CGRS	'My fund transfer got failed. Amount debited but not credited beneficiary account.' 'Help me understand my fund transfer got failed. amount debited but not credited beneficiary account. for my reference?' 'I want to understand my fund transfer got failed. amount debited but not credited beneficiary account. specifically?'
Privacy Policy Mobile Banking (IndSmart)	"How does IndSmart's Confidentiality Agreement protect my financial information?" "What is IndSmart's process for updating its Data Protection Policy for mobile banking?" "How does IndSmart's Privacy Shield protect my sensitive information?"
IB Mahila Shakti – For Women	'What documents are required to open an IB Mahila Shakti account?' 'Is internet banking free for IB Mahila Shakti customers?' 'What are the ATM withdrawal limits for IB Mahila Shakti?'
“New SB Product for Pensionersâ€ IND PENSION PRIME	'Provide information on are there any additional free services for pensioners with pension prime account as mentioned in the brochure?' 'I want to understand are there any additional free services for pensioners with pension prime account specifically?' "I'd like to know are there any additional free services for pensioners with pension prime account please?"
IB RERA CURRENT ACCOUNT	'Is interest earned on the balance in IB RERA accounts?' 'Are there any limits on transaction amounts?' 'What documents are required to open an IB RERA account?'
Disclosures made to Stock Exchanges	'What are the key components of Market Disclosure Documents for banks?' 'What is the relationship between Exchange Listing Disclosure and banking transparency?' 'How do Listing Disclosure Obligations vary for different types of banks?'
Financial Results	'Does the bank provide personalized Financial Performance insights to customers?' "What are the key takeaways from this quarter's Financial Results?" 'What financial metrics are included in the Financial Report for mortgage holders?'
IND Krishi Vaahan	'Are there any specific documents required for krishi vaahan loan approvals?' 'Can I get a loan for an agri transport vehicle with a low credit score?' 'Does the bank provide insurance for krishi vahan purchases?'
Jaffna Branch	'Can I pay my credit card bill at the Jaffna Branch Office?' "What are the features of the Jaffna Branch's mobile banking app?" 'What are the benefits of having an account with Jaffna Regional Branch?'
Profile Updation	'I want to understand how to update aadhaar number in my account specifically?' 'What are the details on how to update aadhaar number in my account according to bank guidelines?' 'Help me understand how to update aadhaar number in my account for my reference?'
IMAGE Email Id’s	'Kindly clarify acc dept email as per the latest update?' "I'm curious about img admin cm contact email as per policy?" 'I want to understand img admin cm contact email specifically?'
Online Locker Facility	'How will I get locker facility by online?'
Personal loan	'Can you tell me how much personal loan will i get?' 'Kindly clarify how much personal loan will i get as per the latest update?' 'How much personal loan will I get?'
Fixed ROI for Retail Loans	'What is the guaranteed interest rate on my stable return loan?' 'How does a fixed-return loan impact my credit utilization ratio?' 'Is a fixed-yield loan better for my emergency funding needs?'
Annual General Meeting	"Yearly shareholder's meeting: what is the quorum requirement?" 'Who attends the annual general conference of our banking institution?' 'What is the role of the chairman at the annual general assembly?'
IND Professional Special	'How do Veteran Specialists access personalized investment advice?' 'Can a Knowledgeable Authority like me get instant loan approvals?' 'Is a Skilled Authority like me eligible for a higher overdraft limit?'
Security Alert (Hindi)	'How I will get the security alerts by mail or message?'
Money multiplier Deposits	'Is a Money multi Deposit a type of savings account?' 'How does a Money multi Deposit impact my financial stability?' 'What is the maximum amount I can deposit into a Money multiplier Deposit?'
IMPORTANT TERMS AND CONDITIONS – CA (Account Transfer)	'Are there different transfer policies for business and individual Current Accounts?' 'Is there any impact on the minimum balance requirement after a transfer?' 'What is the procedure for transferring a Current Account to another branch?'
Home Loan to Corporate Entity	'How does a home loan for a house Corporate work?' 'How does a home loan for a Business Entity affect personal credit score?' 'How does a home loan for a Business Entity impact personal assets?'
IB COMFORT- DOMESTIC AND NRE	'What is Monthly Average minimum Balance for comfort NRE?' 'What is the interest rate on Comfort NRE fixed deposits?' 'Are Comfort NRE accounts eligible for tax benefits?'
Reserve Bank Of India	'Give me site of reserve bank of india?'
History	'When Bank’s head office shifted in new building?'
Lending rates for Export Credit	'What are the benefits of Export Finance Loan rates for importers?' 'Can I get a fixed Export Credit Facility rate for my export business?' 'How do Trade Credit Lending rates fluctuate based on market conditions?'
Mobile Banking/Internet Banking	'Can you tell me can i apply overdraft against deposit?' "I'd like to know can i apply overdraft against deposit please?" "I'm curious about can i apply overdraft against deposit as per policy?"
Policy on Determining Material Subsidiary	'benefits of policy on determining material subsidiary'
Corporate Loan	'How can a company apply for a corporate loan?' 'Can corporate loans be used for mergers and acquisitions?' 'How does a company’s credit score impact corporate loan approval?'
Nodal Officers- Customer service	'What is the primary goal of a Customer Satisfaction Officer in banking?' 'What is the role of a Customer Service Consultant in banking?' 'Who is the designated point of contact for Customer Feedback Management?'
Terms and Conditions – Indian Bank Digital Rupee	'Which authorities regulate the issuance and usage of the Digital Rupee according to the Terms?' 'For what purpose can the Digital Rupee Wallet services on the Indian Bank Digital Rupee App be used?'
Block all channels	"I'm curious about how to block all digital transactions of indian bank as per policy?" 'I want to understand how to block all digital transactions of indian bank specifically?' 'How to block all digital transactions of Indian Bank?'
Choosing the Right Term Deposit: Fixed, Recurring or Money Multiplier Your Best Fit?	'How does the Recurring Deposit interest rate impact my returns?' 'Can Recurring Savings deposit help in achieving long-term financial objectives?' 'What is the minimum and maximum deposit amount for Recurring Savings deposit?'
IB Arogya Raksha – Portability Options for existing customers	'available options for existing IB Arogya Raksha customers?' 'When was the Arogya Raksha Group Health Insurance product withdrawn for new policies?'
Vehicle loan	'Provide information on how much is the margin amount to be maintained for availing vehicle loan as mentioned in the brochure?' 'Can you tell me how much is the margin amount to be maintained for availing vehicle loan?' 'Help me understand how much is the margin amount to be maintained for availing vehicle loan for my reference?'
Investor / Analyst Presentation	"How does the Bank's Financial Review impact investor confidence?" 'What is the typical duration of the Investor Roadshow?' 'What is the format of the Analyst Meeting Presentation?'
MSME Loans_Shishu Mudra Loan	'How to apply for shishu loan scheme?'
Digitizing the Indian Banking Experience	'Can Digitalization of Banking Operations improve customer satisfaction?' 'Can Electronic Banking Systems enhance customer personalization?' 'How does Electronic Channel Integration enhance customer service?'
PM Surya Ghar: Muft Bijli Yojna	'Moratorium period for pradhan mantri muft bijali scheme?' 'How can applicants register and apply for PM Surya Ghar Muft Bijli Yojna ?'
IB CORP SB – Payroll package scheme for salaried class	'What is the Average Monthly Minimum Balance & Charges for Non-maintenance of Minimum Balance in CROP SB?' 'What is the Eligibility criteria for Corporate SB – Payroll package scheme for salaried class?' 'What is the Average Monthly Minimum Balance & Charges for Non-maintenance of Minimum Balance in CROP SB?'
Add to your Financial Stability – with IND Shakti 555 days	'IND Shakti 555 days?'
Ind QwikCollect	'What facilities will get in QwikCollect ?' 'How to use QwikCollect ?'
BHIM Aadhaar Pay	'Can I use Aadhaar Payment App for recurring payments?' 'What are the Features in BHIM AADHAAR PAY?' 'Can I use Unified Payment Interface with my Aadhaar linked account?'
Term Loan	'How do banks assess term loan applications?' 'Are government-backed term loans available?' 'What collateral is required for a term loan?'
Indbank Merchant Banking - Online share trading	'What is Indbank Merchant Banking - Online share trading?' 'tell me about online share trading?'
MCA Payment	'Can I use the Ministry Corporate Affairs Payment service for government tax payments?' 'How do I track my Corporate Affairs Payment transaction history online?' 'Is the Ministry of Corporate Affairs Payment system secure for online banking?'
“IND Corp SB – Elite” Payroll package scheme for Salaried Class with bundled Group Personal Accidental Insurance (PAI)

           | <ul><li>'Free Personal Accidental Insurance cover benefits offered under Payroll package scheme ?'</li><li>'Can I get a credit card with the Corp SB – ELITE account?'</li><li>'Can I get a credit card with the Corp SB – ELITE account?'</li></ul>                                                                                                                                                                                                                  |

| Banking Ombudsman 2021 |

• 'What is banking ombudsman 2021?'

| | Digital Banking Unit: Shaping the Financial Future of India |

• 'What are the benefits of Cyber Financial Services for small businesses?'
• 'What benefits do Cyber Banking services offer to Indian customers?'
• 'Will Online Banking Platforms reduce the need for physical bank visits?'

| | CA FOR STATE /CENTRAL GOVT & CONSULAR & IND PFMS |

• 'What are the prescribed Quarterly Average Balance requirements for PFMS or Other accounts in Metro/Urban and SU/Rural areas?'
• 'Are there any exclusive privileges provided for CA accounts of Central or State Government departments and consular offices?'

| | IndOASIS Checksum |

• 'IndOASIS Checksum: Is it unique for each online banking session?'
• 'How often should I update my IndOASIS Checksum for security purposes?'
• 'What is the purpose of IndOASIS Checksum in online banking transactions?'

| | CAMS-CRA_Subscription |

• 'Can I get subscription of CRA CAMS '
• 'Steps to get cams subscription?'

| | MSME Loans_MSME Loan Renewal |

• 'What are the benefits ofMSME Loan Renewal?'

| | Mini Statement |

• 'Provide information on can i get the account statement by email as mentioned in the brochure?'
• 'Can you tell me can i get the account statement by email?'
• "I'm curious about can i get the account statement by email as per policy?"

| | Small Farmers' Agri-Business Consortium |

• 'Give me information about small farmers agri bussiness consortium?'
• 'What is the use & benefits of agri bussiness consortium?'

| | IND EQUIPMENT & WHEELS (CE/CV) scheme |

• 'How to apply for Industrial Machinery financing under IND EQUIPMENT & WHEELS scheme online?'
• 'Can I avail Equipment Loan for Industrial Wheels under CV scheme?'
• 'What is the repayment tenure for Vehicle Loan under CV scheme?'

| | Jewel Loan appointment |

• 'How to book an jewel loan appointment?'

| | Ind Netbanking |

• 'How does Online Banking facilitate fund transfers between accounts?'
• 'Can I link multiple accounts to my Internet Banking profile?'
• 'How to activate India Net Banking services for my new account?'

| | Online Form 16 A Download |

• 'How to download form 16 a?'

| | Fair Lending Practices Code |

• 'Purpose of fair lending practices code?'

| | SHORT TERM DEPOSITS |

• 'Are short-term deposits taxable?'
• 'Can short-term deposits be renewed?'
• 'What is the penalty for early withdrawal?'

| | ED's Profile |

• 'Who is the current Executive Director of Indian Bank ?'
• 'When Shri Ashutosh Choudhury took the charge as Executive Director of Indian Bank ?'

| | IndOASIS Checksum |

• 'Shopping and Entertainment related Services in Ind Oasis Sceme?'

| | MSME Loans_Pre Approved Bussiness Loan |

• 'How to apply for pre eligible bussiness loan through online?'

| | IND PASHUDHAN Mitra- Animal Husbandry Infrastructure Development Fund (AHIDF) |

• 'Are there any collateral requirements for loans from the Animal Husbandry Infrastructure Fund?'
• 'What is subsidy in pashudhan mitra ?'
• 'What are the documents required to apply for the Animal Husbandry Infrastructure Development fund?'

| | NRI and Forex |

• 'Are there any tax implications for NRIs using Foreign Currency Exchange services?'
• 'How do I report my International Currency Exchange transactions to the tax authorities?'
• 'What are the benefits of using a Foreign Currency Exchange broker?'

| | INDIAN BANK TRUST FOR RURAL DEVELOPMENT (IBTRD) |

• 'purpose of the Indian Bank Trust for Rural Development (IBTRD)?'
• 'Who is eligible to receive support from IBTRD?'

| | Quick Contacts |

• 'Want to know my account balance by fast communication?'

| | CAMS-CRA_Standing Instructions |

• 'Want to modify my existing Standing Instructions in CAMS-CRA?'
• 'Set up of Standing Instructions in CAMS-CRA?'

| | IB –COMFORT- DOMESTIC AND NRE |

• 'What is Monthly Average minimum Balance for comfort NRE?'
• 'CHARGES FOR NON MAINTENANCE OF MIN BAL in IB Comfort domestic?'
• 'CHARGES FOR NON MAINTENANCE OF MIN BAL in IB Comfort domestic?'

| | SELF HELP GROUP (SHG) – SHAKTI |

• 'What is loan facility avaliable in Self Help Group Shakti ?'

| | Online Interest Certificate |

• 'Can I get interest certificate online?'

| | Saptagiri Grameena Bank |

• 'How to contact saptgiri grameena bank?'

| | Customer Complaint/Awareness_Cyber Awareness Content |

• 'Give informaton about ATM Scam?'
• 'Unauthorized Electronic Banking Transaction?'

| | Retail Loans_Overdraft against Insurance |

• 'Who is eligible for an insurance policy overdraft?'
• 'What is overdraft against insurance?'

| | Helpline for Women in Distress - 7827170170 |

• 'What is the Helpline number for Women Distress ?'

| | Deposit Insurance & Credit Guarantee Corp.. |

• 'What are the features of deposit insurance and credit guarantee corp?'

| | Policy on Co-Lending by Bank and NBFCs/HFCs to priority sectors |

• 'What is required for a bank to enter into a Co-Lending agreement?'

| | Indoasis |

• 'Available services regarding Wealth Management in indoasis?'

| | IND KISAN SAUR SHAKTHI (PM KUSUM) Additional Component (Component C- Feeder level Solarisation) |

• 'What is subsidy in kisan saur shakthi ?'

| | Statement Through Email |

• "I'm curious about bank statement sent through mail as per policy?"
• 'I want to understand bank statement sent through mail specifically?'
• 'Kindly clarify bank statement sent through mail as per the latest update?'

| | Nodal Officers_Ombudsman Scheme,2021 |

• 'What is ombudsman scheme?'

| | IndSmart |

• 'Available UPI services in Smart scheme?'

| | Education Loan – Subsidy Schemes |

• 'When did the CSIS scheme come into effect, and which loans does it cover?'

| | SHG Bank Linkage Programme – Direct Linkage to SHGs |

• 'What is Security features in SHG bank linkage programme ?'
• 'What is repayment in direct linkage to shgs ?'

| | Queries / Feedback |

• 'What is investor feedback, and why is it important?'

| | Coin vending machines(CVMs) location in chennai |

• 'What is the timing of CVMs?'
• 'Where can I find coin vending machines in Chennai?'

| | RBI Monetory Museum Bank Notes and Security Features |

• 'What is monetory museum ?'

| | Policy on appointment of SABs -year 2023 -24 (Domestic & Overseas) |

• 'I want information about Policy on appointment of SABs -year 2023 -24 (Domestic & Overseas)'

| | Re-KYC (based on declaration) |

• 'How to visit re kyc portal?'

| | Policy on Determination and disclosure of material events / information |

• 'policy determination and disclosure of material?'

| | QIP |

• 'What is a Qualified Institutional Placement (QIP) in finance?'

| | NABARD |

• 'Give information about National Bank For agricultural and rural development?'
• 'What NABARD stands for?'

| | Covering letter to be obtained from the customers currently holding lockers |

• 'What happens if I don’t submit the covering letter?'

| | BHIM AADHAAR PAY |

• 'Steps to go live with Bhim Aadhaar-Indian Bank ?'
• 'What are the Features in BHIM AADHAAR PAY?'

| | Salary Loan – IB Clean Loan to Salaried Class |

• 'What is the processing fees for clean loan to salaried class ?'
• 'Documents to be submitted for clean loan to salaried class ?'

| | Helpline for Women in Distress - 7827170172 |

• 'Quick contact for distress women'

| | Debit Card |

• 'RuPay Card Variants in Debit cards ?'
• 'Contactless debit card?'

| | Base I -II Disclosures |

• 'What is base I -II Disclosures'

| | IMAGE |

• 'Can I get Email Address of Admin CM department of Image ?'
• 'Can I get Email Address of Training CM department of Image ?'

| | MSME Loans_Download_Digital Personal Data Protection Policy-1-26102024 |

• 'Explain about Digital Personal Data Protection Policy?'

| | Analyst Coverage |

• 'Role of analyst coverage?'

| | CITIZENS’ CHARTER |

• "What is citizens' character in indian bank?"

| | Puduvai Bharathiar Grama Bank |

• 'Can I get information about puduvai bharathiar grama bank?'

| | New SB Product for Salaried Customers IND SALARY SURAKSHA |

• 'Accidential insurance cover On Debit Card in Salary suraksha?'
• 'What is the maximum withdraw at other bank atm in salary suraksha?'
• 'Accidential insurance cover On Debit Card in Salary suraksha?'

| | Privacy Policy for SoftPos |

• 'privacy policy for softPOS? '

| | Security Alert (pdf) |

• 'How can I set up security alerts for my bank account?'

| | Image |

• 'What IMAGE stands For ?'

| | Aadhar enrolment / correction form |

• 'Are mobile number updates possible with the Aadhaar correction form?'
• 'Is there a fee for enrolling in Aadhaar?'

| | United India Insurance Company |

• 'What is UIIC?'
• 'What covers under UIIC?'

| | SHG GRIHALAKSHMI (Housing loan to SHG Members) |

• 'Percentage of interest rates on Grihalakshmi loan to shg members?'
• 'Guide me to apply loan on shg grihalakshmi ?'

| | Loan Application Status |

• 'How to check loan application status?'

| | Kisan Credit Card (KCC) – Animal Husbandry and Fisheries |

• 'What are security features in kisan credit card on animal husbandry and fisheries ?'
• 'Repayment period in kisan credit card on animal husbandry and fisheries ?'

| | Choosing the Right Term Deposit: Fixed, Recurring or Money Multiplier – Your Best Fit? |

• 'Money Multiplier Deposits ?'
• 'Recurring Deposits ?'

| | Stamp Charges Details for Executing for Locker agreement |

• 'How much are the stamp charges for a locker agreement?'
• 'stamp charges for locker agreement?'

| | Electronic BG Applicant video |

• 'What is Electronic BG Applicant?'

| | e-OD Against Deposit |

• 'How will I use the e-od against deposit scheme?'

| | Protean-CRA |

• 'National Pension System?'
• 'Protean-CRA scheme ?'

| | IB Home ENRICH |

• 'Eligibility criteria of Home enrich?'

| | Dealing Dishonour of cheques |

• 'common reasons for a cheque to be dishonoured?'

| | IB Golden Ager – Term Deposit Product for Super Senior Citizens |

• 'Who are the target group forIB Golden Ager ?'
• 'What is minimum and maximum Deposit for IB Golden Ager ?'

| | Procedure on locker / safe deposit articles |

• 'How can I use lockers after opening?'

| | MD & CEO's Profile |

• 'Profile of MD & CEO ?'

| | Process for claiming Unclaimed Deposit transferred to Depositor Education and Awareness (DEA) Fund |

• 'DEAF Transaction List?'
• 'Documents needed for personal customer?'

| | Cusomer Feedback |

• 'Procedure to give my feedback to bank service?'

| | Lending Rates |

• 'What is Pre-Shipment Credit rate?'
• "What are the export credit products offered under ECGC's enhanced cover?"

| | Positive Pay System |

• 'What is positive pay system?'

| | Electronic BG Benificiary video |

• 'Electronic BG Benificiary ?'

| | e Allahabad Bank Journey |

• 'When was United Industrial Bank Ltd merged with Allahabad Bank ?'

| | Display of Information - Secured Assets Possessed Under The Sarfaesi ACT 2002 |

• 'Information about The Sarfaesi ACT 2002?'

| | Privacy Policy for Bhim Aadhaar Pay |

• 'What needs to be done or avoid for bheem aadhar pay?'

| | Recovery Agents Empaneled / Engaged by bank(Eng) |

• 'How does the bank select recovery agents for empanelment?'

| | UPI through USSD(Eng) |

• 'How many languages is the *99# service available in, and can you name a few?'

| | Digital Personal Data Protection Policy (Eng) |

• 'purpose of the Digital Personal Data Protection Policy?'

| | Positive Pay Syatem(PPS) |

• 'What is positive pay system?'
• 'What are the bulk facilities for corporates and other customers in PPS?'

| | Interest Rate for agri Products |

• 'Interest Rate for agricultural Products'

| | Policy for Social Media |

• 'policy for social media in indian bank?'

| | Customer Complaint/UEBT |

• 'What is UEBT? (Unathorized Electronic Banking Transaction)'
• 'How to register a complaint regarding UEBT fraud?'

| | ECSNoticetoCustomers(Pdf) |

• 'What is an ECS notice to customers?'

| | Services |

• 'What are all types of services provided by Indian bank ?'

| | Retail Loans_Home Loan |

• 'Can I apply for home loan through online?'

| | Processing Charges of SME Products |

• 'Processing charges for doctor plus in SME Products?'

| | Online Re-KYC Portal |

• 'can I update my KYC details through the online Re-KYC portal?'

| | E-Shopping |

• 'What is E-shopping?'

| | IB – Sammaan |

• 'What is SMS Alert charges in IB sammaan?'
• 'What is SMS Alert charges in IB sammaan?'

| | Aadhaar Seeding Online |

• 'What is the procedure of aadhaar seeding through online?'

| | Retail Loans_OD/Term Loan/Credit Card Against Deposit |

• 'What is OD, term loan or credit card issued against a deposit?'

| | IB Produce Marketing Loan – Loan Against eNWRs |

• 'What is the repayment period in loan against eNWRs?'

| | BCSBI - Code of Bank’s Commitment to Customers |

• 'purpose of the bank’s commitment code?'

| | Policy on Related Party Transactions |

• 'types of transactions covered under related party policy?'

| | Azadi Ka Amrit Mahotsav – #TogetherforBiggerThings |

• 'What indian bank offers in azadi ka amrit mahotsav?'

| | IND Millionaire Recurring Deposit Account – NRE |

• 'Millionaire Recurring Deposit Account Instalments?'

| | Aadhar enrolment / correction form(Hindi) |

• 'can I get an Aadhaar correction form in hindi?'

| | Processing Charges in Agri Term Loans, JL(Ag), SHG Loan & JP(NP) |

• 'processing charges for kisan credit card in agri term loans?'

| | Retail Loans_Vehicle Loan |

• 'Steps for online vehicle financing?'

| | Policy On Green Deposit |

• 'purpose of the bank’s policy on green deposits?'

| | MSME Loans_GST Advantage |

• 'Who is eligible for the GST Benefit Scheme?'

| | Nodal Officers - Cusomer service |

• 'Can you give me email id for nodal officers?'

| | Policy on Appointment of Statutory Branch Auditors 2023-24 and Onwards (HI) |

• 'What and all covered under Policy on Appointment of Statutory Branch Auditors 2023-24 and Onwards in hindi? '

| | LOAN AGAINST LEASE RENTALS(IB RENTAL) |

• 'What is loan amount sanctioned for loan against Lease Rentel?'

|

Evaluation

Metrics

Label	Accuracy
all	0.7624

Uses

Direct Use for Inference

First install the SetFit library:

pip install setfit

Then you can load this model and run inference.

from setfit import SetFitModel

# Download from the 🤗 Hub
model = SetFitModel.from_pretrained("kneau007/my-classifier-7")
# Run inference
preds = model("Do Retail Banking Solutions offer bundled loan products?")

Training Details

Training Set Metrics

Training set	Min	Median	Max
Word count	1	10.7288	29

Label	Training Sample Count
ATM / Debit Cards	26
ATM/Debit Cards	1
Aadhaar Seeding Online	1
Aadhar enrolment / correction form	2
Aadhar enrolment / correction form(Hindi)	1
Access Restricted	22
Account Balance	22
Account Opening Forms NRI	24
Add to your Financial Stability with IND Shakti 555 days	31
Add to your Financial Stability – with IND Shakti 555 days	1
Agri Clinic and Agri Business Centres	38
Agricultural Godowns / Cold Storage	24
Agricultural Jewel Loan Scheme	35
Agriculture Loan	24
Amalgamation	28
Analyst Coverage	1
Analyst Coverage on Bank’s Share Price	25
Annual General Meeting	28
Annual General Meetings and Extraordinary General Meetings	23
Annual Reports	25
Another Option for Pension	26
Application Downloads	36
Applications supported by Blocked Amount (ASBA)	28
Audio/ Video Recording/Concall Transcripts	27
Awards & Accolades	23
Azadi Ka Amrit Mahotsav #TogetherforBiggerThings	26
Azadi Ka Amrit Mahotsav – #TogetherforBiggerThings	1
BCSBI - Code of Bank’s Commitment
to Customers	1
BE Safe in Your Cyber Behaviour	30
BHIM AADHAAR PAY	2
BHIM Aadhaar Pay	24
BSBDA AND SMALL ACCOUNT	39
BSBDA and Small Account	32
Banking Ombudsman 2021	1
Bank’s Profile	44
Bank’s Profile	29
Base I -II Disclosures	1
Best Practices code of the Bank	28
Bharat Aadhaar Seeding Enabler	26
Block Lost ATM Card	23
Block Lost Credit Card	27
Block all channels	10
Board of Directors	26
Booklet on Digital Products & services	1
Business Responsibility and Sustainability Report	26
CA FOR STATE /CENTRAL GOVT & CONSULAR & IND PFMS	25
CA FOR STATE /CENTRAL GOVT & CONSULAR & IND PFMS

                                                                                 | 2                     |

| CA FOR STATE/CENTRAL GOVT & CONSULAR & IND PFMS (Government Accounts) | 13 | | CAMS-CRA_Registration | 2 | | CAMS-CRA_Standing Instructions | 2 | | CAMS-CRA_Subscription | 2 | | CENTRAL BANK DIGITAL CURRENCY (CBDC) -Indian Bank Digital Rupee Application | 60 | | CGRS | 9 | | CITIZENS’ CHARTER | 1 | | CONTACTS FOR QUERIES | 40 | | CORPORATE LOAN | 70 | | Capital Gains | 44 | | Capital Gains SB account | 42 | | Careers | 25 | | Centralized Pension Processing Centre | 56 | | Chief General Managers | 26 | | Chief Vigilance Officer | 27 | | Choosing the Right Term Deposit: Fixed, Recurring or Money Multiplier Your Best Fit? | 25 | | Choosing the Right Term Deposit: Fixed, Recurring or Money Multiplier – Your Best Fit? | 2 | | Coin vending machines(CVMs) location in chennai | 2 | | Colombo Branch | 29 | | Common Account Opening Form-Non Individuals | 25 | | Compressed Bio Gas plant financing under Sustainable alternative towards affordable Transportation | 28 | | Corporate Blog | 23 | | Corporate Credit | 18 | | Corporate Governance | 36 | | Corporate Governance Reports | 22 | | Corporate Loan | 18 | | Corporate Social Responsiblity | 27 | | Corporate credit | 30 | | Covering letter to be obtained from the customers currently holding lockers | 1 | | Credit Cards | 90 | | Credit Life Insurance Coverages in Association with M/s. Kotak Life | 31 | | Credit Life Insurance Coverages in association with M/s. Aditya Birla Sun Life Insurance | 28 | | Current Account | 54 | | Current Account – Minimum Balance Requirement | 16 | | Cusomer Feedback | 1 | | Customer Centric Services | 40 | | Customer Complaint/Awareness | 2 | | Customer Complaint/Awareness_Cyber Awareness Content | 2 | | Customer Complaint/UEBT | 2 | | Customer Complaints / Awareness | 52 | | Customer On-Boarding using TAB | 66 | | Customer care | 18 | | Cyber Awareness Content | 28 | | Cyber crime / Unauthorized transaction | 11 | | DEAF Transaction List | 34 | | DISPLAY OF INFORMATION SECURED ASSETS POSSESSED UNDER THE SARFAESI ACT 2002 | 22 | | DRAT & DRT NODAL AND LIAISON Officers | 1 | | Dairy Loan | 27 | | Dealing Dishonour of cheques | 1 | | Death Claim Settlement | 31 | | Debenture Trustee | 27 | | Debit Card | 2 | | Debit Cards | 47 | | Debit card | 11 | | Defending Against Rising Online Frauds: Stay Cyber-Safe! | 27 | | Deposit Insurance & Credit Guarantee Corp.. | 1 | | Deposit Interest Certificate | 14 | | Deposit Rates | 72 | | Derivatives | 48 | | Designated Authority for Whistle Blower Complaints | 62 | | Details of Outstanding Tier 1 and Tier 2 Bonds | 23 | | Digital Banking Unit: Shaping the Financial Future of India | 24 | | Digital Insurance Platform | 45 | | Digital Personal Data Protection Policy (Eng) | 1 | | Digitizing the Indian Banking Experience | 29 | | Disclaimer | 32 | | Disclosures | 32 | | Disclosures made to Stock Exchanges | 24 | | Display of Information - Secured Assets Possessed Under The Sarfaesi ACT 2002 | 1 | | Dividend Details | 19 | | Don’t Be a Money Mule: Protect Yourself from Fraud | 20 | | Doorstep Banking | 43 | | Doorstep Banking: Your Convenience, Our Priority | 73 | | E Confirmation of Bank Guarantee | 25 | | E-ALLAHABAD BANK | 33 | | E-Shopping | 1 | | ECSNoticetoCustomers(Pdf) | 1 | | ED's Profile | 2 | | Education Loan Subsidy Schemes | 21 | | Education Loan – Subsidy Schemes | 1 | | Education loan | 29 | | Electronic BG Applicant video | 1 | | Electronic BG Benificiary video | 1 | | Empanelments / Engagements | 35 | | Event Updates/ Newspaper Advertisement | 26 | | Executive Director’s Profile | 33 | | Executive Director’s Profile | 25 | | External Sites | 44 | | Extraordinary General Meetings | 22 | | F.A.Qs | 28 | | FCNR (B) Accounts | 61 | | FCNR (B) DEPOSITS Rates | 32 | | FIXED DEPOSIT | 14 | | Fair Lending Practices Code | 1 | | Featured Products / Services / Schemes | 26 | | Financial Inclusion | 34 | | Financial Inclusion in India: Filling the Void | 53 | | Financial Results | 25 | | Financing Agriculturists for Purchase of Tractors & Other Farm Machinery | 35 | | Find the Best Avenues for Tax Savings with Indian Bank | 53 | | First Quarter Financial Results 2024-25 | 24 | | Fixed Deposit | 52 | | Fixed ROI for Retail Loans | 23 | | Food and Agro Processing | 29 | | Foreign Branches | 37 | | Forex Rates for Treasury | 27 | | Forex Remittance Facility through Internet Banking- Retail | 26 | | Frequently Asked Questions Internet Banking and Mobile Banking | 32 | | General Managers | 25 | | Government Deposit Schemes | 24 | | Government Sponsored Jan Suraksha Schemes: Trio Pack for Your Financial Security | 33 | | Head Office Departments | 25 | | Helpline for Women in Distress - 7827170170 | 1 | | Helpline for Women in Distress - 7827170172 | 1 | | History | 1 | | Home Loan | 20 | | Home Loan Scheme for Economically Weaker Section (EWS), Low Income Group (LIG) and Middle Income Group (MIG) individuals: Urban Areas | 19 | | Home Loan to Corporate Entity | 31 | | Home Loans: A Strategic Move to Preserve Your Savings | 24 | | How to Save Tax 101: A Comprehensive Guide to Tax Saving Investment Options | 60 | | How-to Videos Internet Banking | 21 | | How-to Videos Mobile Banking | 25 | | IB Arogya Raksha – Portability Options for existing customers | 2 | | IB COMFORT- DOMESTIC AND NRE | 25 | | IB CONTRACTORS | 44 | | IB CORP SB Payroll Package Scheme for Salaried Class | 25 | | IB CORP SB – Payroll package scheme for salaried class | 3 | | IB Corp SB – Payroll Package Scheme for Salaried Class | 16 | | IB Doctor Plus | 46 | | IB Education Loan (IBA | 9 | | IB Education Loan (IBA) | 35 | | IB Education Loan(IBA) | 1 | | IB Gen X For the Vibrant Youth | 60 | | IB Gen X – For the Vibrant Youth | 37 | | IB Golden Ager Term Deposit Product for Super Senior Citizens | 62 | | IB Golden Ager – Term Deposit Product for Super Senior Citizens | 2 | | IB HARIT | 57 | | IB HOME ENRICH | 30 | | IB Home ENRICH | 1 | | IB Home Improve | 50 | | IB Home Loan | 46 | | IB Home Loan Flexi | 42 | | IB Home Loan Plus | 27 | | IB Kishore Savings Bank Account for Minors | 65 | | IB Kishore – Savings Bank Account for Minors | 34 | | IB Loan against Sovereign Gold Bond | 30 | | IB MSME Jewel Loan | 40 | | IB MY OWN SHOP | 51 | | IB Mahila Shakti For Women | 46 | | IB Mahila Shakti – For Women | 18 | | IB PROFESSIONAL | 79 | | IB Pension Loan | 71 | | IB Plot Loan | 64 | | IB Produce Marketing Loan Loan Against eNWRs | 36 | | IB Produce Marketing Loan – Loan Against eNWRs | 1 | | IB RERA CURRENT ACCOUNT | 15 | | IB RERA Current Account | 30 | | IB Salaam Special Account for Defence Personnel | 40 | | IB Salaam – Special Account for Defence Personnel | 38 | | IB Sammaan | 41 | | IB Smart Kid | 44 | | IB Star Agro Mills (Rice Mill, Dhal Mill, Oil Mill and Flour Mill) | 24 | | IB TAX SAVER SCHEME | 15 | | IB Tax Saver Scheme | 38 | | IB Tradewell | 47 | | IB Vehicle Loan | 39 | | IB Vidyarthi Suraksha (With PNB-Metlife) | 41 | | IB i-Freedom Current Account | 48 | | IB – COMFORT - DOMESTIC AND NRE (Minimum Balance & Charges) | 17 | | IB – Sammaan | 2 | | IB –COMFORT- DOMESTIC AND NRE | 3 | | IBEX GOLD CARD SCHEME (GCS) FOR EXPORTERS | 20 | | IMAGE | 30 | | IMAGE | 2 | | IMAGE Computer Centre | 27 | | IMAGE Contact Us | 23 | | IMAGE Email Id’s | 14 | | IMAGE Email Id’s | 26 | | IMAGE Infrastructure | 19 | | IMAGE Principal’s Message | 26 | | IMAGE Training Philosophy | 28 | | IMPORTANT TERMS AND CONDITIONS CA | 33 | | IMPORTANT TERMS AND CONDITIONS SB | 39 | | IMPORTANT TERMS AND CONDITIONS – CA | 4 | | IMPORTANT TERMS AND CONDITIONS – CA (Account Transfer) | 16 | | IMPORTANT TERMS AND CONDITIONS – CA (Current Account) | 17 | | IMPORTANT TERMS AND CONDITIONS – SB | 3 | | IND COURT | 28 | | IND Corp SB Elite” Payroll package scheme for Salaried Class with bundled Group Personal Accidental Insurance (PAI) | 8 | | IND Corp SB – Elite (Payroll Package Scheme) | 17 | | IND EQUIPMENT & WHEELS (CE/CV) scheme | 24 | | IND GST ADVANTAGE | 45 | | IND GURUDEV | 40 | | IND GURUDEV (Auto Sweep & SMS Alert) | 15 | | IND HEALTH CARE | 26 | | IND KISAN SAUR SHAKTHI (PM KUSUM) Additional Component (Component C- Feeder level Solarisation) | 49 | | IND KISAN SAUR SHAKTHI (PM KUSUM) Additional Component (Component C- Feeder level Solarisation) | 1 | | IND Krishi Vaahan | 32 | | IND MSME SAKHI | 49 | | IND MSME VEHICLE | 43 | | IND Micro Food Processing Enterprises- (PMFME) | 48 | | IND Millionaire Recurring Deposit Account NRE | 26 | | IND Millionaire Recurring Deposit Account – NRE | 1 | | IND NAVYA | 29 | | IND Non-Callable Deposit | 27 | | IND PASHUDHAN Mitra- Animal Husbandry Infrastructure Development Fund (AHIDF) | 25 | | IND PM Vishwakarma | 38 | | IND Professional Special | 22 | | IND Rupee Gain | 24 | | IND SAMPOORNA SALARY PACKAGE | 44 | | IND SME Secure | 40 | | IND SUPER 400 DAYS | 56 | | IND SUPREME 300 DAYS | 27 | | IND – PM Vishwakarma | 17 | | IND- KRISHI INFRA FUND (AGRICULTURE INFRA FUND) | 27 | | IND-SME E-VAAHAN | 52 | | IND-SME EASE | 46 | | IND-SURYA SHAKTI | 47 | | INDIAN BANK MUTUAL FUND | 38 | | INDIAN BANK TRUST FOR RURAL DEVELOPMENT (IBTRD) | 2 | | Image | 1 | | Important Communication regarding Amalgamation (Internet Banking / Mobile Banking) | 24 | | Important Contacts | 49 | | Important Notices to Shareholders / Bondholders | 25 | | Ind Advantage (Reward Program) | 32 | | Ind Jet Remit (RTGS) | 33 | | Ind Lakhpati Didi Scheme | 30 | | Ind Mortgage | 49 | | Ind Netbanking | 21 | | Ind QwikCollect | 2 | | IndOASIS Checksum | 22 | | IndOASIS Checksum | 1 | | IndOASIS Terms and Conditions | 21 | | IndSMART | 30 | | IndSMART Mobile Banking App Checksum | 24 | | IndSMART: Indian Bank’s Omni channel Mobile App | 9 | | IndSMART: Indian Bank’s Omni channel Mobile App | 28 | | IndSmart | 1 | | Indbank Merchant Banking - Online share trading | 2 | | Indian Bank Annual Reports | 25 | | Indian Bank Debit Card Shopping Perks | 36 | | Indian Bank Financial Results | 24 | | Indian Bank One Co-Branded Credit Card | 24 | | Indian Bank Prepaid Card App Terms and Conditions | 26 | | Indian Bank, IFSC Banking Unit, GIFT City | 82 | | Indoasis | 1 | | Interest Rate for Agri Products | 23 | | Interest Rate for agri Products | 1 | | Interest Rates for Small Savings Schemes | 102 | | Interest Rates on Personal Segment Loan Products Fixed | 24 | | Interest Rates on Personal Segment Loan Products: Floating | 29 | | Interest Rates on SB / NRO / NRE Accounts | 34 | | Internet Banking | 9 | | Internet banking | 80 | | Internet/Mobile/Tele Banking | 48 | | Investor / Analyst Presentation | 23 | | Investor Grievances | 22 | | Investor Guide / FAQ | 24 | | Investor Relations | 34 | | Investors | 1 | | Investors Services Center | 23 | | Jaffna Branch | 27 | | Jewel Loan | 25 | | Jewel Loan appointment | 1 | | Jewel Loan: Unlock the Value of Your Gold for Financial Flexibility | 20 | | Joint Liability Group (JLG) | 61 | | KCC Gold Plus | 25 | | KCC Marine Gold Scheme | 24 | | Kisan Credit Card (KCC) | 62 | | Kisan Credit Card (KCC) Animal Husbandry and Fisheries | 40 | | Kisan Credit Card (KCC) – Animal Husbandry and Fisheries | 2 | | LOAN AGAINST LEASE RENTALS | 24 | | LOAN AGAINST LEASE RENTALS(IB RENTAL) | 1 | | Lab Grown Diamond Scheme | 59 | | Lending Rates | 2 | | Lending rates | 38 | | Lending rates for Export Credit | 20 | | Lending rates for RMD | 23 | | Lending rates for Retail Assets | 24 | | Life Certificate | 12 | | Life Insurance | 34 | | Life Insurance Corporation Of India | 2 | | Loan / OD against NSC / KVP / Relief bonds of RBI / LIC policies | 51 | | Loan Application Status | 1 | | Loan for Purchase of “Van / Minibus / Bus / Ambulanceâ€ to Institutions / Firms / PSU / Company / Hospitals | 33 | | Loan for Purchase of “Van / Minibus / Bus / Ambulance” to Institutions / Firms / PSU / Company / Hospitals | 24 | | Loan/OD/Credit Card against Deposit | 35 | | Login Procedure for Internet Banking | 24 | | Login procedure for Mobile Banking | 23 | | Loyalty Program Delights: Unlocking Special Rewards for Your Loyalty | 25 | | MACT SB | 42 | | MCA Payment | 27 | | MD & CEO Speeches / Media Interaction | 28 | | MD & CEO's Profile | 1 | | MONEY MULTIPLIER DEPOSITS | 15 | | MSME | 22 | | MSME AUTO RENEWAL | 27 | | MSME AUTO – RENEWAL | 17 | | MSME DIGI Jewel Loan and Jewel Loan (Re-Pledge) | 44 | | MSME LAP | 45 | | MSME Loans_Download_Digital Personal Data Protection Policy-1-26102024 | 1 | | MSME Loans_GST Advantage | 1 | | MSME Loans_MSME Loan Renewal | 1 | | MSME Loans_Pre Approved Bussiness Loan | 1 | | MSME Loans_Shishu Mudra Loan | 1 | | Managing Director & CEO’s Profile | 33 | | Managing Director & CEO’s Profile | 25 | | Media Speaks | 34 | | Merchant UPI QR Code | 37 | | Mini Statement | 6 | | Mobile Banking | 22 | | Mobile Banking/Internet Banking | 11 | | Money multiplier Deposits | 30 | | Motor Accident Claim Tribunal Deposit(MACAD) Scheme | 51 | | Mutual Funds, IPO, Demat & Trading | 2 | | N R I / Foreign Exchange | 25 | | NABARD | 2 | | NEFT | 36 | | NETC FASTag | 24 | | NPS VATSALYA | 39 | | NRE FD/ MMD/ RD ACCOUNTS | 25 | | NRE SB ACCOUNTS | 26 | | NRE and RFC SB interest Rates | 22 | | NRI A/cs | 21 | | NRI Home Loan | 32 | | NRI INFO BEAM Monthly Newsletter | 26 | | NRI Plot Loan | 29 | | NRI and Forex | 26 | | National Common Mobility Card (NCMC) | 38 | | New Pension Scheme as an avenue for Tax Savings | 62 | | New SB Product for Salaried Customers IND SALARY SURAKSHA | 59 | | New SB Product for Salaried Customers IND SALARY SURAKSHA | 4 | | Nodal Officers - Cusomer service | 1 | | Nodal Officers RBI Integrated Ombudsman Scheme, 2021 | 28 | | Nodal Officers- Customer service | 22 | | Nodal Officers_Ombudsman Scheme,2021 | 1 | | Nodal Officers_Ombudsman Scheme,2022 | 27 | | Nomination: A Must Have in Your Accounts | 41 | | Non-Life Insurance | 39 | | Non-Resident Ordinary Account | 37 | | Notifications | 33 | | OD against Gold Jewels | 31 | | ONLINE SHISHU MUDRA LOAN | 44 | | OVERDRAFT FACILITY IN SB SALARY A/C“IB INSTA CASHâ€ | 25 | | OVERDRAFT FACILITY IN SB SALARY A/C“IB INSTA CASH” | 24 | | One Time Settlement for NPA Borrowers (eOTS) | 24 | | Online Collection Products | 26 | | Online Form 16 A Download | 1 | | Online Interest Certificate | 1 | | Online Loans | 177 | | Online Locker Facility | 1 | | Online Re-KYC Portal | 1 | | Online Services | 60 | | Open Online Account with Video-Based Customer Identification Process (V- CIP) | 27 | | PM Surya Ghar: Muft Bijli Yojna | 2 | | PMMY-MUDRA-Tarun Plus | 21 | | PMSurya Ghar: Muft Bijli Yojana Roof Top Solar Loan Scheme | 29 | | PSB LOANS IN 59 MINUTES | 43 | | Personal Loan | 26 | | Personal loan | 12 | | Point of Sale (PoS) | 25 | | Policies and Regulations | 49 | | Policy On Green Deposit | 1 | | Policy for Social Media | 1 | | Policy on Appointment of Statutory Branch Auditors 2023-24 and Onwards (HI) | 1 | | Policy on Co-Lending by Bank and NBFCs/HFCs to priority sectors | 1 | | Policy on Determination and disclosure of material events / information | 1 | | Policy on Determining Material Subsidiary | 1 | | Policy on Related Party Transactions | 1 | | Policy on appointment of SABs -year 2023 -24 (Domestic & Overseas) | 1 | | Positive Pay Syatem(PPS) | 2 | | Positive Pay System | 1 | | Positive Pay System (PPS) | 27 | | Pre Approved Business Loan | 55 | | Premium Current Account | 49 | | Premium Services | 25 | | Press Releases | 38 | | Privacy Policy Corporate Merchant App | 24 | | Privacy Policy Digital Currency | 25 | | Privacy Policy IB Merchant App | 24 | | Privacy Policy IndOASIS | 25 | | Privacy Policy Mobile Banking (IndSmart) | 25 | | Privacy Policy for Bhim Aadhaar Pay | 1 | | Privacy Policy for SoftPos | 1 | | Procedure on locker / safe deposit articles | 1 | | Process for claiming Unclaimed Deposit transferred to Depositor Education and Awareness (DEA) Fund | 2 | | Processing Charges in Agri Term Loans, JL(Ag), SHG Loan & JP(NP) | 1 | | Processing Charges of SME Products | 1 | | Profile Updation | 10 | | Protean-CRA | 2 | | Puduvai Bharathiar Grama Bank | 1 | | QIP | 1 | | QIP WEBSITE DISCLAIMER | 23 | | Queries / Feedback | 1 | | Quick Contact | 27 | | Quick Contacts | 1 | | RBI Monetory Museum Bank Notes and Security Features | 1 | | RECURRING DEPOSIT | 17 | | REPO Based Lending Rate for MSME | 24 | | RFC TERM DEPOSIT Rates | 24 | | Rajbhasha | 1 | | Re-KYC (based on declaration) | 1 | | Re-KYC: Periodic Update of KYC Details | 35 | | Recovery Agents Empaneled / Engaged by bank(Eng) | 1 | | Recurring Deposit | 30 | | Regulatory Disclosures Section | 25 | | Remittance To India | 27 | | Request a Call Back | 1 | | Reserve Bank Of India | 1 | | Resident Foreign Currency account for Returning Indians | 33 | | Retail Loans_Credit Card | 1 | | Retail Loans_Home Loan | 1 | | Retail Loans_OD/Term Loan/Credit Card Against Deposit | 1 | | Retail Loans_Overdraft against Insurance | 2 | | Retail Loans_Vehicle Loan | 1 | | Reverse Mortgage | 29 | | RuPay Key Chain | 12 | | SB FOR CENTRAL / STATE GOVERNMENT / CONSULAR OFFICES & IND PFMS | 49 | | SB Platinum Savings Bank Platinum Account with Sweep facility | 38 | | SB Platinum – Savings Bank Platinum Account | 18 | | SB Platinum – Savings Bank Platinum Account with Sweep facility | 3 | | SB for IND PFMS & SB for Central/State Government/Consular Offices | 16 | | SB for students under govt scholarship & SB for DBT | 31 | | SELF HELP GROUP (SHG) SHAKTI | 58 | | SELF HELP GROUP (SHG) – SHAKTI | 1 | | SHG Bank Linkage Programme Direct Linkage to SHGs | 21 | | SHG Bank Linkage Programme – Direct Linkage to SHGs | 2 | | SHG GRIHALAKSHMI (Housing Loan to SHG Members) | 32 | | SHG GRIHALAKSHMI (Housing loan to SHG Members) | 2 | | SHORT TERM DEPOSITS | 7 | | SMS Banking/ Missed Call Service | 25 | | SOVA Android Trojan ALERT!! | 24 | | Salary Loan IB Clean Loan to Salaried Class | 45 | | Salary Loan – IB Clean Loan to Salaried Class | 2 | | Saptagiri Grameena Bank | 1 | | Savings Bank | 11 | | Savings Bank Account | 39 | | Savings Bank Account for Pensioners | 26 | | Savings Bank Accounts – Terms & Conditions | 17 | | Say No to Queues and Yes to Fastag!!!!! | 25 | | Scheme for financing MSMEs for setting up Biomass Pellets manufacturing units | 44 | | Scheme on financing Manufacturers / Suppliers / Vendors of Solar panels and other ancillary products | 23 | | Security | 54 | | Security Alert (Hindi) | 1 | | Security Alert (pdf) | 1 | | Service Charges | 59 | | Service Charges / Forex Rates | 64 | | Service Charges on ATM Services | 33 | | Services | 1 | | Services rendered free of charge | 28 | | Shareholding Pattern | 36 | | Short Term Deposits | 50 | | Small Farmers' Agri-Business Consortium | 2 | | Special Non-Resident Rupee Account (SNRR) | 24 | | Specialist Officers Exam Result (SO) | 23 | | Stamp Charges Details for Executing for Locker agreement | 2 | | Statement | 9 | | Statement Through Email | 5 | | Statutory Central Auditors | 26 | | Stay Safe: Watch Out for Suspicious Files, APKs, and Links | 32 | | Subsidiaries and Joint Ventures | 42 | | Sukanya Samriddhi Account | 35 | | Sukanya Samriddhi Account Scheme | 25 | | Supply Chain Finance | 50 | | TERM LOAN | 36 | | TERMS AND CONDITIONS - TERM DEPOSIT ACCOUNT | 15 | | TERMS AND CONDITIONS-TERM DEPOSIT ACCOUNT | 43 | | Tab Banking | 57 | | Tamil Nadu Grama Bank | 2 | | Tap, Pay and Go: RuPay NCMC Card | 26 | | Tarun Plus Scheme | 25 | | Tenders / Auction | 24 | | Term Deposit | 10 | | Term Loan | 14 | | Termination Clause Mobile Banking (IndSmart) | 26 | | Terms and Conditions Indian Bank Digital Rupee | 57 | | Terms and Conditions – Indian Bank Digital Rupee | 2 | | The Convenience Revolution: Mobile Banking Explained | 41 | | UPI through USSD(Eng) | 1 | | UPI through USSD(Hin) | 1 | | United India Insurance Company | 2 | | Units of IMAGE | 23 | | Unleash your Entrepreneurial Skills with Indian Bank’s MSME Loans | 7 | | Unleash your Entrepreneurial Skills with Indian Bank’s MSME Loans | 25 | | V-CIP | 37 | | VARIABLE RECURRING DEPOSIT | 17 | | Variable Recurring Deposit | 26 | | Vehicle loan | 8 | | Vision and Mission | 56 | | WORKING CAPITAL | 33 | | Wealth Management Services | 35 | | Weaver MUDRA | 46 | | Welcome aboard! | 34 | | Welcome to a New Year of Good Returns with Ind-Swagat | 31 | | Welfare of Minorities | 67 | | What and How of Phishing | 32 | | What is a Credit Score and How it Shapes Financial Health | 34 | | WhatsApp Banking | 28 | | What’s New? | 15 | | What’s New? | 23 | | Whistle Blower Policy | 27 | | Working Capital | 17 | | e Allahabad Bank Journey | 1 | | e Payment of Direct Taxes | 35 | | e Payment of Indirect Taxes | 24 | | e-Allahabad Bank Journey | 98 | | e-OD Against Deposit | 32 | | e-OD Against Deposit | 1 | | “IND Corp SB Eliteâ€ Payroll package scheme for Salaried Class with bundled Group Personal Accidental Insurance (PAI) | 42 | | “New SB Product for Pensionersâ€ IND PENSION PRIME | 9 | | “IND Corp SB Elite” Payroll package scheme for Salaried Class with bundled Group Personal Accidental Insurance (PAI) | 24 | | “IND Corp SB – Elite” Payroll package scheme for Salaried Class with bundled Group Personal Accidental Insurance (PAI) | 4 | | “New SB Product for Pensioners” IND PENSION PRIME | 43 |

Training Hyperparameters

• batch_size: (16, 16)
• num_epochs: (1, 1)
• max_steps: -1
• sampling_strategy: oversampling
• num_iterations: 20
• body_learning_rate: (2e-05, 2e-05)
• head_learning_rate: 2e-05
• loss: CosineSimilarityLoss
• distance_metric: cosine_distance
• margin: 0.25
• end_to_end: False
• use_amp: False
• warmup_proportion: 0.1
• l2_weight: 0.01
• seed: 42
• eval_max_steps: -1
• load_best_model_at_end: False

Training Results

Epoch	Step	Training Loss	Validation Loss
0.0000	1	0.2444	-
0.0014	50	0.1826	-
0.0029	100	0.1837	-
0.0043	150	0.1747	-
0.0057	200	0.1745	-
0.0072	250	0.1734	-
0.0086	300	0.1627	-
0.0100	350	0.1552	-
0.0115	400	0.1516	-
0.0129	450	0.1548	-
0.0143	500	0.1401	-
0.0157	550	0.1363	-
0.0172	600	0.1257	-
0.0186	650	0.1265	-
0.0200	700	0.121	-
0.0215	750	0.1177	-
0.0229	800	0.1113	-
0.0243	850	0.1068	-
0.0258	900	0.1032	-
0.0272	950	0.1049	-
0.0286	1000	0.0928	-
0.0301	1050	0.0914	-
0.0315	1100	0.0911	-
0.0329	1150	0.0759	-
0.0344	1200	0.0883	-
0.0358	1250	0.0787	-
0.0372	1300	0.0725	-
0.0387	1350	0.0701	-
0.0401	1400	0.0606	-
0.0415	1450	0.0708	-
0.0429	1500	0.0703	-
0.0444	1550	0.0586	-
0.0458	1600	0.0605	-
0.0472	1650	0.0648	-
0.0487	1700	0.0534	-
0.0501	1750	0.0621	-
0.0515	1800	0.0612	-
0.0530	1850	0.0517	-
0.0544	1900	0.0515	-
0.0558	1950	0.0458	-
0.0573	2000	0.0538	-
0.0587	2050	0.051	-
0.0601	2100	0.0481	-
0.0616	2150	0.0468	-
0.0630	2200	0.0438	-
0.0644	2250	0.0499	-
0.0659	2300	0.0464	-
0.0673	2350	0.0438	-
0.0687	2400	0.0417	-
0.0702	2450	0.0434	-
0.0716	2500	0.0372	-
0.0730	2550	0.046	-
0.0744	2600	0.042	-
0.0759	2650	0.0426	-
0.0773	2700	0.0382	-
0.0787	2750	0.0399	-
0.0802	2800	0.0401	-
0.0816	2850	0.0288	-
0.0830	2900	0.0369	-
0.0845	2950	0.0403	-
0.0859	3000	0.034	-
0.0873	3050	0.0382	-
0.0888	3100	0.0399	-
0.0902	3150	0.0392	-
0.0916	3200	0.0332	-
0.0931	3250	0.0327	-
0.0945	3300	0.0322	-
0.0959	3350	0.0308	-
0.0974	3400	0.0349	-
0.0988	3450	0.0324	-
0.1002	3500	0.0384	-
0.1016	3550	0.0355	-
0.1031	3600	0.0279	-
0.1045	3650	0.0332	-
0.1059	3700	0.0287	-
0.1074	3750	0.0312	-
0.1088	3800	0.0327	-
0.1102	3850	0.0304	-
0.1117	3900	0.0317	-
0.1131	3950	0.024	-
0.1145	4000	0.0289	-
0.1160	4050	0.0217	-
0.1174	4100	0.0302	-
0.1188	4150	0.0317	-
0.1203	4200	0.0219	-
0.1217	4250	0.0221	-
0.1231	4300	0.0255	-
0.1246	4350	0.0254	-
0.1260	4400	0.035	-
0.1274	4450	0.031	-
0.1288	4500	0.0277	-
0.1303	4550	0.0252	-
0.1317	4600	0.018	-
0.1331	4650	0.0234	-
0.1346	4700	0.0164	-
0.1360	4750	0.0213	-
0.1374	4800	0.0219	-
0.1389	4850	0.0191	-
0.1403	4900	0.0209	-
0.1417	4950	0.0234	-
0.1432	5000	0.0263	-
0.1446	5050	0.0218	-
0.1460	5100	0.0166	-
0.1475	5150	0.0205	-
0.1489	5200	0.0197	-
0.1503	5250	0.0165	-
0.1518	5300	0.0191	-
0.1532	5350	0.0203	-
0.1546	5400	0.0237	-
0.1560	5450	0.0191	-
0.1575	5500	0.0195	-
0.1589	5550	0.0259	-
0.1603	5600	0.0275	-
0.1618	5650	0.0238	-
0.1632	5700	0.0242	-
0.1646	5750	0.0204	-
0.1661	5800	0.0224	-
0.1675	5850	0.0165	-
0.1689	5900	0.0132	-
0.1704	5950	0.0115	-
0.1718	6000	0.0171	-
0.1732	6050	0.0196	-
0.1747	6100	0.019	-
0.1761	6150	0.0143	-
0.1775	6200	0.0243	-
0.1790	6250	0.0192	-
0.1804	6300	0.0183	-
0.1818	6350	0.0196	-
0.1832	6400	0.0176	-
0.1847	6450	0.0156	-
0.1861	6500	0.0182	-
0.1875	6550	0.0186	-
0.1890	6600	0.0151	-
0.1904	6650	0.0124	-
0.1918	6700	0.022	-
0.1933	6750	0.0206	-
0.1947	6800	0.0194	-
0.1961	6850	0.0153	-
0.1976	6900	0.014	-
0.1990	6950	0.016	-
0.2004	7000	0.0116	-
0.2019	7050	0.0119	-
0.2033	7100	0.0157	-
0.2047	7150	0.0176	-
0.2062	7200	0.0158	-
0.2076	7250	0.0155	-
0.2090	7300	0.0102	-
0.2105	7350	0.0122	-
0.2119	7400	0.0108	-
0.2133	7450	0.0155	-
0.2147	7500	0.0155	-
0.2162	7550	0.0128	-
0.2176	7600	0.0126	-
0.2190	7650	0.019	-
0.2205	7700	0.0188	-
0.2219	7750	0.0142	-
0.2233	7800	0.0089	-
0.2248	7850	0.0129	-
0.2262	7900	0.0131	-
0.2276	7950	0.0145	-
0.2291	8000	0.0161	-
0.2305	8050	0.0089	-
0.2319	8100	0.0083	-
0.2334	8150	0.0119	-
0.2348	8200	0.01	-
0.2362	8250	0.0124	-
0.2377	8300	0.0131	-
0.2391	8350	0.0085	-
0.2405	8400	0.0151	-
0.2419	8450	0.012	-
0.2434	8500	0.0095	-
0.2448	8550	0.0118	-
0.2462	8600	0.0135	-
0.2477	8650	0.0105	-
0.2491	8700	0.014	-
0.2505	8750	0.0069	-
0.2520	8800	0.012	-
0.2534	8850	0.0135	-
0.2548	8900	0.0108	-
0.2563	8950	0.0089	-
0.2577	9000	0.0113	-
0.2591	9050	0.0133	-
0.2606	9100	0.0098	-
0.2620	9150	0.0136	-
0.2634	9200	0.0117	-
0.2649	9250	0.0158	-
0.2663	9300	0.0052	-
0.2677	9350	0.0119	-
0.2691	9400	0.0119	-
0.2706	9450	0.0141	-
0.2720	9500	0.0107	-
0.2734	9550	0.0093	-
0.2749	9600	0.0087	-
0.2763	9650	0.009	-
0.2777	9700	0.0127	-
0.2792	9750	0.0101	-
0.2806	9800	0.015	-
0.2820	9850	0.0085	-
0.2835	9900	0.0159	-
0.2849	9950	0.0095	-
0.2863	10000	0.0156	-
0.2878	10050	0.0178	-
0.2892	10100	0.0119	-
0.2906	10150	0.0158	-
0.2921	10200	0.0117	-
0.2935	10250	0.0084	-
0.2949	10300	0.0148	-
0.2963	10350	0.0111	-
0.2978	10400	0.0085	-
0.2992	10450	0.0114	-
0.3006	10500	0.0078	-
0.3021	10550	0.0137	-
0.3035	10600	0.0081	-
0.3049	10650	0.0104	-
0.3064	10700	0.0131	-
0.3078	10750	0.0082	-
0.3092	10800	0.009	-
0.3107	10850	0.0071	-
0.3121	10900	0.0124	-
0.3135	10950	0.0153	-
0.3150	11000	0.0133	-
0.3164	11050	0.0051	-
0.3178	11100	0.011	-
0.3193	11150	0.0102	-
0.3207	11200	0.012	-
0.3221	11250	0.0085	-
0.3236	11300	0.0111	-
0.3250	11350	0.0072	-
0.3264	11400	0.0121	-
0.3278	11450	0.0076	-
0.3293	11500	0.0107	-
0.3307	11550	0.004	-
0.3321	11600	0.0094	-
0.3336	11650	0.0081	-
0.3350	11700	0.0097	-
0.3364	11750	0.0104	-
0.3379	11800	0.0108	-
0.3393	11850	0.0067	-
0.3407	11900	0.0093	-
0.3422	11950	0.012	-
0.3436	12000	0.0107	-
0.3450	12050	0.0108	-
0.3465	12100	0.0079	-
0.3479	12150	0.0087	-
0.3493	12200	0.0115	-
0.3508	12250	0.0079	-
0.3522	12300	0.0115	-
0.3536	12350	0.0102	-
0.3550	12400	0.0081	-
0.3565	12450	0.0037	-
0.3579	12500	0.0118	-
0.3593	12550	0.01	-
0.3608	12600	0.0107	-
0.3622	12650	0.0056	-
0.3636	12700	0.0121	-
0.3651	12750	0.012	-
0.3665	12800	0.0054	-
0.3679	12850	0.0085	-
0.3694	12900	0.0106	-
0.3708	12950	0.0089	-
0.3722	13000	0.0072	-
0.3737	13050	0.0083	-
0.3751	13100	0.0063	-
0.3765	13150	0.0092	-
0.3780	13200	0.006	-
0.3794	13250	0.0086	-
0.3808	13300	0.0097	-
0.3822	13350	0.0061	-
0.3837	13400	0.0147	-
0.3851	13450	0.0065	-
0.3865	13500	0.0069	-
0.3880	13550	0.0084	-
0.3894	13600	0.0095	-
0.3908	13650	0.0053	-
0.3923	13700	0.014	-
0.3937	13750	0.0054	-
0.3951	13800	0.0073	-
0.3966	13850	0.0057	-
0.3980	13900	0.0119	-
0.3994	13950	0.0058	-
0.4009	14000	0.0111	-
0.4023	14050	0.0083	-
0.4037	14100	0.0106	-
0.4052	14150	0.0055	-
0.4066	14200	0.0092	-
0.4080	14250	0.0104	-
0.4094	14300	0.0078	-
0.4109	14350	0.0091	-
0.4123	14400	0.007	-
0.4137	14450	0.005	-
0.4152	14500	0.0076	-
0.4166	14550	0.0065	-
0.4180	14600	0.0073	-
0.4195	14650	0.0056	-
0.4209	14700	0.0073	-
0.4223	14750	0.0106	-
0.4238	14800	0.0084	-
0.4252	14850	0.0062	-
0.4266	14900	0.0065	-
0.4281	14950	0.0057	-
0.4295	15000	0.0111	-
0.4309	15050	0.0088	-
0.4324	15100	0.0059	-
0.4338	15150	0.0062	-
0.4352	15200	0.0068	-
0.4366	15250	0.0054	-
0.4381	15300	0.0088	-
0.4395	15350	0.0052	-
0.4409	15400	0.0075	-
0.4424	15450	0.0095	-
0.4438	15500	0.0078	-
0.4452	15550	0.0061	-
0.4467	15600	0.0097	-
0.4481	15650	0.0075	-
0.4495	15700	0.0118	-
0.4510	15750	0.0038	-
0.4524	15800	0.0102	-
0.4538	15850	0.0043	-
0.4553	15900	0.0081	-
0.4567	15950	0.0072	-
0.4581	16000	0.0049	-
0.4596	16050	0.01	-
0.4610	16100	0.0084	-
0.4624	16150	0.006	-
0.4639	16200	0.0066	-
0.4653	16250	0.007	-
0.4667	16300	0.0083	-
0.4681	16350	0.0052	-
0.4696	16400	0.0074	-
0.4710	16450	0.0056	-
0.4724	16500	0.0059	-
0.4739	16550	0.0078	-
0.4753	16600	0.0109	-
0.4767	16650	0.0043	-
0.4782	16700	0.0059	-
0.4796	16750	0.0039	-
0.4810	16800	0.0061	-
0.4825	16850	0.0043	-
0.4839	16900	0.004	-
0.4853	16950	0.0052	-
0.4868	17000	0.0053	-
0.4882	17050	0.0068	-
0.4896	17100	0.0073	-
0.4911	17150	0.007	-
0.4925	17200	0.0034	-
0.4939	17250	0.0039	-
0.4953	17300	0.0038	-
0.4968	17350	0.0058	-
0.4982	17400	0.007	-
0.4996	17450	0.0058	-
0.5011	17500	0.0053	-
0.5025	17550	0.0072	-
0.5039	17600	0.0108	-
0.5054	17650	0.013	-
0.5068	17700	0.0088	-
0.5082	17750	0.0051	-
0.5097	17800	0.0096	-
0.5111	17850	0.006	-
0.5125	17900	0.0113	-
0.5140	17950	0.0063	-
0.5154	18000	0.0084	-
0.5168	18050	0.0086	-
0.5183	18100	0.008	-
0.5197	18150	0.0055	-
0.5211	18200	0.0034	-
0.5225	18250	0.0066	-
0.5240	18300	0.0107	-
0.5254	18350	0.0101	-
0.5268	18400	0.0081	-
0.5283	18450	0.0049	-
0.5297	18500	0.0056	-
0.5311	18550	0.0051	-
0.5326	18600	0.0033	-
0.5340	18650	0.0096	-
0.5354	18700	0.0071	-
0.5369	18750	0.0061	-
0.5383	18800	0.0057	-
0.5397	18850	0.004	-
0.5412	18900	0.0049	-
0.5426	18950	0.0041	-
0.5440	19000	0.0063	-
0.5455	19050	0.005	-
0.5469	19100	0.0061	-
0.5483	19150	0.0058	-
0.5497	19200	0.005	-
0.5512	19250	0.0068	-
0.5526	19300	0.0076	-
0.5540	19350	0.005	-
0.5555	19400	0.0087	-
0.5569	19450	0.0029	-
0.5583	19500	0.0077	-
0.5598	19550	0.0061	-
0.5612	19600	0.0072	-
0.5626	19650	0.0032	-
0.5641	19700	0.0075	-
0.5655	19750	0.0043	-
0.5669	19800	0.0044	-
0.5684	19850	0.004	-
0.5698	19900	0.0073	-
0.5712	19950	0.007	-
0.5727	20000	0.0065	-
0.5741	20050	0.0032	-
0.5755	20100	0.0063	-
0.5770	20150	0.0087	-
0.5784	20200	0.0027	-
0.5798	20250	0.0017	-
0.5812	20300	0.0058	-
0.5827	20350	0.0014	-
0.5841	20400	0.0073	-
0.5855	20450	0.0034	-
0.5870	20500	0.0042	-
0.5884	20550	0.006	-
0.5898	20600	0.0062	-
0.5913	20650	0.0043	-
0.5927	20700	0.0024	-
0.5941	20750	0.0041	-
0.5956	20800	0.0017	-
0.5970	20850	0.0058	-
0.5984	20900	0.0031	-
0.5999	20950	0.0063	-
0.6013	21000	0.0038	-
0.6027	21050	0.0038	-
0.6042	21100	0.0038	-
0.6056	21150	0.005	-
0.6070	21200	0.0025	-
0.6084	21250	0.0052	-
0.6099	21300	0.0035	-
0.6113	21350	0.0037	-
0.6127	21400	0.003	-
0.6142	21450	0.0042	-
0.6156	21500	0.0052	-
0.6170	21550	0.0057	-
0.6185	21600	0.0063	-
0.6199	21650	0.0051	-
0.6213	21700	0.0098	-
0.6228	21750	0.0043	-
0.6242	21800	0.0031	-
0.6256	21850	0.0057	-
0.6271	21900	0.0034	-
0.6285	21950	0.01	-
0.6299	22000	0.0074	-
0.6314	22050	0.0026	-
0.6328	22100	0.0067	-
0.6342	22150	0.0041	-
0.6356	22200	0.0061	-
0.6371	22250	0.0043	-
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0.6399	22350	0.0056	-
0.6414	22400	0.008	-
0.6428	22450	0.0054	-
0.6442	22500	0.0029	-
0.6457	22550	0.0066	-
0.6471	22600	0.0046	-
0.6485	22650	0.0068	-
0.6500	22700	0.0049	-
0.6514	22750	0.0066	-
0.6528	22800	0.0019	-
0.6543	22850	0.0051	-
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0.6586	23000	0.0053	-
0.6600	23050	0.0042	-
0.6614	23100	0.0047	-
0.6628	23150	0.0055	-
0.6643	23200	0.0094	-
0.6657	23250	0.0044	-
0.6671	23300	0.0059	-
0.6686	23350	0.0056	-
0.6700	23400	0.0068	-
0.6714	23450	0.0045	-
0.6729	23500	0.0054	-
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0.6757	23600	0.0069	-
0.6772	23650	0.0051	-
0.6786	23700	0.0047	-
0.6800	23750	0.0039	-
0.6815	23800	0.003	-
0.6829	23850	0.0062	-
0.6843	23900	0.0085	-
0.6858	23950	0.0046	-
0.6872	24000	0.0036	-
0.6886	24050	0.0021	-
0.6901	24100	0.0034	-
0.6915	24150	0.0038	-
0.6929	24200	0.0042	-
0.6943	24250	0.0052	-
0.6958	24300	0.0037	-
0.6972	24350	0.0033	-
0.6986	24400	0.0063	-
0.7001	24450	0.0039	-
0.7015	24500	0.0027	-
0.7029	24550	0.0032	-
0.7044	24600	0.0041	-
0.7058	24650	0.0039	-
0.7072	24700	0.0035	-
0.7087	24750	0.0053	-
0.7101	24800	0.0036	-
0.7115	24850	0.0037	-
0.7130	24900	0.0064	-
0.7144	24950	0.0054	-
0.7158	25000	0.0031	-
0.7173	25050	0.0045	-
0.7187	25100	0.0051	-
0.7201	25150	0.0009	-
0.7215	25200	0.0022	-
0.7230	25250	0.0019	-
0.7244	25300	0.0034	-
0.7258	25350	0.0025	-
0.7273	25400	0.0043	-
0.7287	25450	0.0053	-
0.7301	25500	0.0047	-
0.7316	25550	0.0068	-
0.7330	25600	0.0047	-
0.7344	25650	0.0061	-
0.7359	25700	0.0043	-
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0.7387	25800	0.0033	-
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0.7416	25900	0.0062	-
0.7430	25950	0.0057	-
0.7445	26000	0.0033	-
0.7459	26050	0.0015	-
0.7473	26100	0.0069	-
0.7487	26150	0.0044	-
0.7502	26200	0.0022	-
0.7516	26250	0.0045	-
0.7530	26300	0.0042	-
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0.7559	26400	0.0048	-
0.7573	26450	0.0068	-
0.7588	26500	0.002	-
0.7602	26550	0.0027	-
0.7616	26600	0.0029	-
0.7631	26650	0.0053	-
0.7645	26700	0.0067	-
0.7659	26750	0.0035	-
0.7674	26800	0.0023	-
0.7688	26850	0.0031	-
0.7702	26900	0.0056	-
0.7717	26950	0.0024	-
0.7731	27000	0.0062	-
0.7745	27050	0.0045	-
0.7759	27100	0.0059	-
0.7774	27150	0.0047	-
0.7788	27200	0.0017	-
0.7802	27250	0.0035	-
0.7817	27300	0.0053	-
0.7831	27350	0.0054	-
0.7845	27400	0.0021	-
0.7860	27450	0.0018	-
0.7874	27500	0.0026	-
0.7888	27550	0.005	-
0.7903	27600	0.0061	-
0.7917	27650	0.0039	-
0.7931	27700	0.0082	-
0.7946	27750	0.0039	-
0.7960	27800	0.0037	-
0.7974	27850	0.0023	-
0.7989	27900	0.0021	-
0.8003	27950	0.002	-
0.8017	28000	0.0071	-
0.8031	28050	0.0053	-
0.8046	28100	0.0035	-
0.8060	28150	0.0029	-
0.8074	28200	0.0011	-
0.8089	28250	0.0035	-
0.8103	28300	0.0042	-
0.8117	28350	0.0048	-
0.8132	28400	0.0029	-
0.8146	28450	0.0037	-
0.8160	28500	0.0022	-
0.8175	28550	0.0043	-
0.8189	28600	0.0084	-
0.8203	28650	0.003	-
0.8218	28700	0.002	-
0.8232	28750	0.0041	-
0.8246	28800	0.0049	-
0.8261	28850	0.0025	-
0.8275	28900	0.0037	-
0.8289	28950	0.0046	-
0.8304	29000	0.0014	-
0.8318	29050	0.0021	-
0.8332	29100	0.0038	-
0.8346	29150	0.0044	-
0.8361	29200	0.0029	-
0.8375	29250	0.0013	-
0.8389	29300	0.005	-
0.8404	29350	0.0041	-
0.8418	29400	0.0039	-
0.8432	29450	0.003	-
0.8447	29500	0.0054	-
0.8461	29550	0.0039	-
0.8475	29600	0.0045	-
0.8490	29650	0.0017	-
0.8504	29700	0.0038	-
0.8518	29750	0.0034	-
0.8533	29800	0.0043	-
0.8547	29850	0.0032	-
0.8561	29900	0.0088	-
0.8576	29950	0.0014	-
0.8590	30000	0.0026	-
0.8604	30050	0.0064	-
0.8618	30100	0.0014	-
0.8633	30150	0.0048	-
0.8647	30200	0.0027	-
0.8661	30250	0.0022	-
0.8676	30300	0.0064	-
0.8690	30350	0.0047	-
0.8704	30400	0.001	-
0.8719	30450	0.0041	-
0.8733	30500	0.0035	-
0.8747	30550	0.0028	-
0.8762	30600	0.0025	-
0.8776	30650	0.0087	-
0.8790	30700	0.004	-
0.8805	30750	0.0035	-
0.8819	30800	0.0057	-
0.8833	30850	0.0018	-
0.8848	30900	0.0013	-
0.8862	30950	0.004	-
0.8876	31000	0.005	-
0.8890	31050	0.0016	-
0.8905	31100	0.0022	-
0.8919	31150	0.0044	-
0.8933	31200	0.0038	-
0.8948	31250	0.0028	-
0.8962	31300	0.0041	-
0.8976	31350	0.0035	-
0.8991	31400	0.0026	-
0.9005	31450	0.0027	-
0.9019	31500	0.002	-
0.9034	31550	0.0025	-
0.9048	31600	0.0005	-
0.9062	31650	0.0042	-
0.9077	31700	0.0021	-
0.9091	31750	0.0031	-
0.9105	31800	0.0016	-
0.9120	31850	0.0019	-
0.9134	31900	0.0029	-
0.9148	31950	0.0045	-
0.9162	32000	0.0032	-
0.9177	32050	0.0023	-
0.9191	32100	0.0027	-
0.9205	32150	0.0017	-
0.9220	32200	0.0042	-
0.9234	32250	0.0052	-
0.9248	32300	0.0021	-
0.9263	32350	0.0063	-
0.9277	32400	0.0017	-
0.9291	32450	0.0052	-
0.9306	32500	0.0047	-
0.9320	32550	0.0029	-
0.9334	32600	0.0037	-
0.9349	32650	0.0008	-
0.9363	32700	0.002	-
0.9377	32750	0.0018	-
0.9392	32800	0.0023	-
0.9406	32850	0.0018	-
0.9420	32900	0.0037	-
0.9435	32950	0.003	-
0.9449	33000	0.0028	-
0.9463	33050	0.0028	-
0.9477	33100	0.0069	-
0.9492	33150	0.0028	-
0.9506	33200	0.0036	-
0.9520	33250	0.0037	-
0.9535	33300	0.0053	-
0.9549	33350	0.0046	-
0.9563	33400	0.0069	-
0.9578	33450	0.0059	-
0.9592	33500	0.0041	-
0.9606	33550	0.0047	-
0.9621	33600	0.0029	-
0.9635	33650	0.0009	-
0.9649	33700	0.0039	-
0.9664	33750	0.0049	-
0.9678	33800	0.0025	-
0.9692	33850	0.0036	-
0.9707	33900	0.0059	-
0.9721	33950	0.0027	-
0.9735	34000	0.0023	-
0.9749	34050	0.0034	-
0.9764	34100	0.0026	-
0.9778	34150	0.001	-
0.9792	34200	0.0056	-
0.9807	34250	0.0027	-
0.9821	34300	0.0025	-
0.9835	34350	0.0025	-
0.9850	34400	0.0015	-
0.9864	34450	0.0039	-
0.9878	34500	0.003	-
0.9893	34550	0.0044	-
0.9907	34600	0.0036	-
0.9921	34650	0.0027	-
0.9936	34700	0.0021	-
0.9950	34750	0.0029	-
0.9964	34800	0.0021	-
0.9979	34850	0.0024	-
0.9993	34900	0.0056	-

Framework Versions

• Python: 3.11.11
• SetFit: 1.1.1
• Sentence Transformers: 3.4.1
• Transformers: 4.50.0
• PyTorch: 2.6.0+cu124
• Datasets: 3.4.1
• Tokenizers: 0.21.1

Citation

BibTeX

@article{https://doi.org/10.48550/arxiv.2209.11055,
    doi = {10.48550/ARXIV.2209.11055},
    url = {https://arxiv.org/abs/2209.11055},
    author = {Tunstall, Lewis and Reimers, Nils and Jo, Unso Eun Seo and Bates, Luke and Korat, Daniel and Wasserblat, Moshe and Pereg, Oren},
    keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences},
    title = {Efficient Few-Shot Learning Without Prompts},
    publisher = {arXiv},
    year = {2022},
    copyright = {Creative Commons Attribution 4.0 International}
}