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Collections including paper arxiv:2411.00743

about 15 hours ago

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20, 2024 • 14
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 61
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 49

RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval

Paper • 2409.10516 • Published Sep 16, 2024 • 44
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse

Paper • 2409.11242 • Published Sep 17, 2024 • 7
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models

Paper • 2409.11136 • Published Sep 17, 2024 • 25
On the Diagram of Thought

Paper • 2409.10038 • Published Sep 16, 2024 • 14

Papers - Interpretability - Prompts

Prompt-to-Prompt Image Editing with Cross Attention Control

Paper • 2208.01626 • Published Aug 2, 2022 • 2
Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models

Paper • 2411.00743 • Published Nov 1, 2024 • 7

Papers - Interpretability - Sparse Autoencoder (SAE)

Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models

Paper • 2411.00743 • Published Nov 1, 2024 • 7
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models

Paper • 2411.14257 • Published Nov 21, 2024 • 13

Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI

Paper • 2404.11428 • Published Apr 17, 2024 • 1
A Multimodal Automated Interpretability Agent

Paper • 2404.14394 • Published Apr 22, 2024 • 22
What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation

Paper • 2404.07129 • Published Apr 10, 2024 • 3
The Geometry of Categorical and Hierarchical Concepts in Large Language Models

Paper • 2406.01506 • Published Jun 3, 2024 • 3

Papers - Interpretability

Prompt-to-Prompt Image Editing with Cross Attention Control

Paper • 2208.01626 • Published Aug 2, 2022 • 2
BERT Rediscovers the Classical NLP Pipeline

Paper • 1905.05950 • Published May 15, 2019 • 2
A Multiscale Visualization of Attention in the Transformer Model

Paper • 1906.05714 • Published Jun 12, 2019 • 2
Analyzing Transformers in Embedding Space

Paper • 2209.02535 • Published Sep 6, 2022 • 3

about 15 hours ago

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20, 2024 • 14
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 61
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 49

Papers - Interpretability - Sparse Autoencoder (SAE)

Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models

Paper • 2411.00743 • Published Nov 1, 2024 • 7
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models

Paper • 2411.14257 • Published Nov 21, 2024 • 13

RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval

Paper • 2409.10516 • Published Sep 16, 2024 • 44
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse

Paper • 2409.11242 • Published Sep 17, 2024 • 7
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models

Paper • 2409.11136 • Published Sep 17, 2024 • 25
On the Diagram of Thought

Paper • 2409.10038 • Published Sep 16, 2024 • 14

Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI

Paper • 2404.11428 • Published Apr 17, 2024 • 1
A Multimodal Automated Interpretability Agent

Paper • 2404.14394 • Published Apr 22, 2024 • 22
What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation

Paper • 2404.07129 • Published Apr 10, 2024 • 3
The Geometry of Categorical and Hierarchical Concepts in Large Language Models

Paper • 2406.01506 • Published Jun 3, 2024 • 3

Papers - Interpretability - Prompts

Prompt-to-Prompt Image Editing with Cross Attention Control

Paper • 2208.01626 • Published Aug 2, 2022 • 2
Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models

Paper • 2411.00743 • Published Nov 1, 2024 • 7

Papers - Interpretability

Prompt-to-Prompt Image Editing with Cross Attention Control

Paper • 2208.01626 • Published Aug 2, 2022 • 2
BERT Rediscovers the Classical NLP Pipeline

Paper • 1905.05950 • Published May 15, 2019 • 2
A Multiscale Visualization of Attention in the Transformer Model

Paper • 1906.05714 • Published Jun 12, 2019 • 2
Analyzing Transformers in Embedding Space

Paper • 2209.02535 • Published Sep 6, 2022 • 3

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