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upvoted a paper 4 days ago

LLM as a Broken Telephone: Iterative Generation Distorts Information

Paper • 2502.20258 • Published 28 days ago • 26

upvoted a paper 16 days ago

The Lessons of Developing Process Reward Models in Mathematical Reasoning

Paper • 2501.07301 • Published Jan 13 • 97

upvoted a paper 20 days ago

START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published 21 days ago • 98

upvoted an article about 1 month ago

view article

Article

PaliGemma 2 Mix - New Instruction Vision Language Models by Google

Feb 19

• 65

upvoted 9 papers about 1 month ago

Soundwave: Less is More for Speech-Text Alignment in LLMs

Paper • 2502.12900 • Published Feb 18 • 81

IHEval: Evaluating Language Models on Following the Instruction Hierarchy

Paper • 2502.08745 • Published Feb 12 • 19

ReLearn: Unlearning via Learning for Large Language Models

Paper • 2502.11190 • Published Feb 16 • 29

How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training

Paper • 2502.11196 • Published Feb 16 • 22

Logical Reasoning in Large Language Models: A Survey

Paper • 2502.09100 • Published Feb 13 • 22

An Open Recipe: Adapting Language-Specific LLMs to a Reasoning Model in One Day via Model Merging

Paper • 2502.09056 • Published Feb 13 • 30

SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models

Paper • 2502.09604 • Published Feb 13 • 34

Skrr: Skip and Re-use Text Encoder Layers for Memory Efficient Text-to-Image Generation

Paper • 2502.08690 • Published Feb 12 • 41

InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU

Paper • 2502.08910 • Published Feb 13 • 146

upvoted a collection about 1 month ago

🧠 Reasoning datasets

Collection

Datasets with reasoning traces for math and code released by the community • 18 items • Updated 1 day ago • 115

upvoted 5 papers about 1 month ago

SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators

Paper • 2502.06394 • Published Feb 10 • 88

Expect the Unexpected: FailSafe Long Context QA for Finance

Paper • 2502.06329 • Published Feb 10 • 129

BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models

Paper • 2502.07346 • Published Feb 11 • 51

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Paper • 2502.06703 • Published Feb 10 • 147

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning

Paper • 2502.06781 • Published Feb 10 • 60