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Collections including paper arxiv:2409.00729

🔍 Daily Picks in Interpretability & Analysis of LMs

Outstanding research in interpretability and evaluation of language models, summarized

ContextCite: Attributing Model Generation to Context

Paper • 2409.00729 • Published 18 days ago • 13
Residual Stream Analysis with Multi-Layer SAEs

Paper • 2409.04185 • Published 14 days ago
Amuro & Char: Analyzing the Relationship between Pre-Training and Fine-Tuning of Large Language Models

Paper • 2408.06663 • Published Aug 13 • 15
Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2

Paper • 2408.05147 • Published Aug 9 • 36

A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems

Paper • 2308.08434 • Published Aug 16, 2023 • 1
Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning

Paper • 2302.02662 • Published Feb 6, 2023 • 1
Self-driven Grounding: Large Language Model Agents with Automatical Language-aligned Skill Learning

Paper • 2309.01352 • Published Sep 4, 2023 • 1
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies

Paper • 2308.03188 • Published Aug 6, 2023 • 2

SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding

Paper • 2408.15545 • Published 23 days ago • 32
Controllable Text Generation for Large Language Models: A Survey

Paper • 2408.12599 • Published 28 days ago • 61
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published about 1 month ago • 40
Automated Design of Agentic Systems

Paper • 2408.08435 • Published Aug 15 • 37

community-datasets/doqa

Updated Jan 18 • 38 • 1
metaeval/reclor

Viewer • Updated May 31, 2023 • 5.14k • 385 • 6
community-datasets/so_stacksample

Updated Jan 18 • 16 • 4
community-datasets/yahoo_answers_topics

Viewer • Updated Jun 24 • 1.46M • 562 • 49

about 17 hours ago

Unlocking the conversion of Web Screenshots into HTML Code with the WebSight Dataset

Paper • 2403.09029 • Published Mar 14 • 54
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression

Paper • 2403.12968 • Published Mar 19 • 24
RAFT: Adapting Language Model to Domain Specific RAG

Paper • 2403.10131 • Published Mar 15 • 66
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking

Paper • 2403.09629 • Published Mar 14 • 69

about 20 hours ago

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 140
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20 • 10
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24 • 48
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24 • 44

TRAMS: Training-free Memory Selection for Long-range Language Modeling

Paper • 2310.15494 • Published Oct 24, 2023 • 1
A Long Way to Go: Investigating Length Correlations in RLHF

Paper • 2310.03716 • Published Oct 5, 2023 • 9
YaRN: Efficient Context Window Extension of Large Language Models

Paper • 2309.00071 • Published Aug 31, 2023 • 65
Giraffe: Adventures in Expanding Context Lengths in LLMs

Paper • 2308.10882 • Published Aug 21, 2023 • 1

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