Datasets:
metadata
license: cc
multilinguality: multilingual
task_categories:
- multiple-choice
pretty_name: Tokenization Robustness
tags:
- multilingual
- tokenization
configs:
- config_name: code_technical_content
data_files:
- split: test
path: code_technical_content/test-*
- config_name: context-dependent_ambiguities
data_files:
- split: test
path: context-dependent_ambiguities/test-*
- config_name: language_contact
data_files:
- split: test
path: language_contact/test-*
- config_name: mathematical_scientific_notation
data_files:
- split: test
path: mathematical_scientific_notation/test-*
- config_name: morphological_challenges
data_files:
- split: test
path: morphological_challenges/test-*
- config_name: multi-linguality
data_files:
- split: test
path: multi-linguality/test-*
- config_name: named_entities
data_files:
- split: test
path: named_entities/test-*
- config_name: noise
data_files:
- split: test
path: noise/test-*
- config_name: script__orthography
data_files:
- split: test
path: script__orthography/test-*
- config_name: social_media_informal_text
data_files:
- split: test
path: social_media_informal_text/test-*
- config_name: structural_text_elements
data_files:
- split: test
path: structural_text_elements/test-*
- config_name: syntactic_challenges
data_files:
- split: test
path: syntactic_challenges/test-*
- config_name: temporal_expressions
data_files:
- split: test
path: temporal_expressions/test-*
dataset_info:
- config_name: code_technical_content
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: int64
- name: answer_label
dtype: string
- name: split
dtype: string
- name: subcategories
dtype: string
- name: lang
dtype: string
- name: second_lang
dtype: string
- name: coding_lang
dtype: string
- name: notes
dtype: string
- name: id
dtype: string
- name: set_id
dtype: float64
- name: variation_id
dtype: string
splits:
- name: test
num_bytes: 69907
num_examples: 298
download_size: 36571
dataset_size: 69907
- config_name: context-dependent_ambiguities
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: int64
- name: answer_label
dtype: string
- name: split
dtype: string
- name: subcategories
dtype: string
- name: lang
dtype: string
- name: second_lang
dtype: string
- name: coding_lang
dtype: string
- name: notes
dtype: string
- name: id
dtype: string
- name: set_id
dtype: float64
- name: variation_id
dtype: string
splits:
- name: test
num_bytes: 69907
num_examples: 298
download_size: 36538
dataset_size: 69907
- config_name: language_contact
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: int64
- name: answer_label
dtype: string
- name: split
dtype: string
- name: subcategories
dtype: string
- name: lang
dtype: string
- name: second_lang
dtype: string
- name: coding_lang
dtype: string
- name: notes
dtype: string
- name: id
dtype: string
- name: set_id
dtype: float64
- name: variation_id
dtype: string
splits:
- name: test
num_bytes: 69907
num_examples: 298
download_size: 36551
dataset_size: 69907
- config_name: mathematical_scientific_notation
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: int64
- name: answer_label
dtype: string
- name: split
dtype: string
- name: subcategories
dtype: string
- name: lang
dtype: string
- name: second_lang
dtype: string
- name: coding_lang
dtype: string
- name: notes
dtype: string
- name: id
dtype: string
- name: set_id
dtype: float64
- name: variation_id
dtype: string
splits:
- name: test
num_bytes: 69907
num_examples: 298
download_size: 36556
dataset_size: 69907
- config_name: morphological_challenges
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: int64
- name: answer_label
dtype: string
- name: split
dtype: string
- name: subcategories
dtype: string
- name: lang
dtype: string
- name: second_lang
dtype: string
- name: coding_lang
dtype: string
- name: notes
dtype: string
- name: id
dtype: string
- name: set_id
dtype: float64
- name: variation_id
dtype: string
splits:
- name: test
num_bytes: 69907
num_examples: 298
download_size: 36570
dataset_size: 69907
- config_name: multi-linguality
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: int64
- name: answer_label
dtype: string
- name: split
dtype: string
- name: subcategories
dtype: string
- name: lang
dtype: string
- name: second_lang
dtype: string
- name: coding_lang
dtype: string
- name: notes
dtype: string
- name: id
dtype: string
- name: set_id
dtype: float64
- name: variation_id
dtype: string
splits:
- name: test
num_bytes: 69907
num_examples: 298
download_size: 36573
dataset_size: 69907
- config_name: named_entities
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: int64
- name: answer_label
dtype: string
- name: split
dtype: string
- name: subcategories
dtype: string
- name: lang
dtype: string
- name: second_lang
dtype: string
- name: coding_lang
dtype: string
- name: notes
dtype: string
- name: id
dtype: string
- name: set_id
dtype: float64
- name: variation_id
dtype: string
splits:
- name: test
num_bytes: 69907
num_examples: 298
download_size: 36577
dataset_size: 69907
- config_name: noise
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: int64
- name: answer_label
dtype: string
- name: split
dtype: string
- name: subcategories
dtype: string
- name: lang
dtype: string
- name: second_lang
dtype: string
- name: coding_lang
dtype: string
- name: notes
dtype: string
- name: id
dtype: string
- name: set_id
dtype: float64
- name: variation_id
dtype: string
splits:
- name: test
num_bytes: 69907
num_examples: 298
download_size: 36598
dataset_size: 69907
- config_name: script__orthography
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: int64
- name: answer_label
dtype: string
- name: split
dtype: string
- name: subcategories
dtype: string
- name: lang
dtype: string
- name: second_lang
dtype: string
- name: coding_lang
dtype: string
- name: notes
dtype: string
- name: id
dtype: string
- name: set_id
dtype: float64
- name: variation_id
dtype: string
splits:
- name: test
num_bytes: 69907
num_examples: 298
download_size: 36553
dataset_size: 69907
- config_name: social_media_informal_text
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: int64
- name: answer_label
dtype: string
- name: split
dtype: string
- name: subcategories
dtype: string
- name: lang
dtype: string
- name: second_lang
dtype: string
- name: coding_lang
dtype: string
- name: notes
dtype: string
- name: id
dtype: string
- name: set_id
dtype: float64
- name: variation_id
dtype: string
splits:
- name: test
num_bytes: 69907
num_examples: 298
download_size: 36566
dataset_size: 69907
- config_name: structural_text_elements
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: int64
- name: answer_label
dtype: string
- name: split
dtype: string
- name: subcategories
dtype: string
- name: lang
dtype: string
- name: second_lang
dtype: string
- name: coding_lang
dtype: string
- name: notes
dtype: string
- name: id
dtype: string
- name: set_id
dtype: float64
- name: variation_id
dtype: string
splits:
- name: test
num_bytes: 69907
num_examples: 298
download_size: 36534
dataset_size: 69907
- config_name: syntactic_challenges
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: int64
- name: answer_label
dtype: string
- name: split
dtype: string
- name: subcategories
dtype: string
- name: lang
dtype: string
- name: second_lang
dtype: string
- name: coding_lang
dtype: string
- name: notes
dtype: string
- name: id
dtype: string
- name: set_id
dtype: float64
- name: variation_id
dtype: string
splits:
- name: test
num_bytes: 4771
num_examples: 25
download_size: 6831
dataset_size: 4771
- config_name: temporal_expressions
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: int64
- name: answer_label
dtype: string
- name: split
dtype: string
- name: subcategories
dtype: string
- name: lang
dtype: string
- name: second_lang
dtype: string
- name: coding_lang
dtype: string
- name: notes
dtype: string
- name: id
dtype: string
- name: set_id
dtype: float64
- name: variation_id
dtype: string
splits:
- name: test
num_bytes: 69907
num_examples: 298
download_size: 36584
dataset_size: 69907
Dataset Card for Tokenization Robustness
A comprehensive evaluation dataset for testing robustness of different tokenization strategies.
Dataset Details
Dataset Description
This dataset evaluates how robust language models are to different tokenization strategies and edge cases. It includes questions with multiple choice answers designed to test various aspects of tokenization handling.
- Curated by: R3
- Funded by [optional]: [More Information Needed]
- Shared by [optional]: [More Information Needed]
- Language(s) (NLP): [More Information Needed]
- License: cc
Dataset Sources [optional]
- Repository: [More Information Needed]
- Paper [optional]: [More Information Needed]
- Demo [optional]: [More Information Needed]
Uses
Direct Use
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Out-of-Scope Use
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Dataset Structure
The dataset contains multiple-choice questions with associated metadata about tokenization types and categories.
Dataset Creation
Curation Rationale
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Source Data
Data Collection and Processing
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Who are the source data producers?
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Annotations [optional]
Annotation process
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Who are the annotators?
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Personal and Sensitive Information
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Bias, Risks, and Limitations
The dataset focuses primarily on English text and may not generalize to other languages or tokenization schemes not covered in the evaluation.
Recommendations
Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.
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