LLM Reasoning Papers Collection Papers to improve reasoning capabilities of LLMs • 17 items • Updated 3 days ago • 91
Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation Paper • 2407.10817 • Published Jul 15 • 13
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models Paper • 2407.09025 • Published Jul 12 • 129
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems Paper • 2407.01370 • Published Jul 1 • 86
LiveBench: A Challenging, Contamination-Free LLM Benchmark Paper • 2406.19314 • Published Jun 27 • 20
AutoCoder: Enhancing Code Large Language Model with AIEV-Instruct Paper • 2405.14906 • Published May 23 • 23
SimPO: Simple Preference Optimization with a Reference-Free Reward Paper • 2405.14734 • Published May 23 • 11
Deduplicating Training Data Makes Language Models Better Paper • 2107.06499 • Published Jul 14, 2021 • 4
Simple and Scalable Strategies to Continually Pre-train Large Language Models Paper • 2403.08763 • Published Mar 13 • 49
TableGPT: Towards Unifying Tables, Nature Language and Commands into One GPT Paper • 2307.08674 • Published Jul 17, 2023 • 48