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upvoted a paper 2 months ago

The Lessons of Developing Process Reward Models in Mathematical Reasoning

Paper • 2501.07301 • Published Jan 13 • 92

upvoted 5 papers 6 months ago

Efficient LLM Scheduling by Learning to Rank

Paper • 2408.15792 • Published Aug 28, 2024 • 20

Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever

Paper • 2408.16672 • Published Aug 29, 2024 • 8

SurveySum: A Dataset for Summarizing Multiple Scientific Articles into a Survey Section

Paper • 2408.16444 • Published Aug 29, 2024 • 8

Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models

Paper • 2409.11136 • Published Sep 17, 2024 • 23

To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning

Paper • 2409.12183 • Published Sep 18, 2024 • 37

upvoted a paper 7 months ago

Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 26

upvoted 3 papers 12 months ago

Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models

Paper • 2403.12881 • Published Mar 19, 2024 • 17

LLM Agent Operating System

Paper • 2403.16971 • Published Mar 25, 2024 • 68

LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement

Paper • 2403.15042 • Published Mar 22, 2024 • 27

upvoted 6 papers about 1 year ago

When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method

Paper • 2402.17193 • Published Feb 27, 2024 • 25

Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 106

The Impact of Reasoning Step Length on Large Language Models

Paper • 2401.04925 • Published Jan 10, 2024 • 18

Towards Conversational Diagnostic AI

Paper • 2401.05654 • Published Jan 11, 2024 • 19

Secrets of RLHF in Large Language Models Part II: Reward Modeling

Paper • 2401.06080 • Published Jan 11, 2024 • 28

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 147