LLM Reasoning Papers Collection Papers to improve reasoning capabilities of LLMs • 20 items • Updated 28 days ago • 115
MHPP: Exploring the Capabilities and Limitations of Language Models Beyond Basic Code Generation Paper • 2405.11430 • Published May 19, 2024 • 1
Conversational Recommendation as Retrieval: A Simple, Strong Baseline Paper • 2305.13725 • Published May 23, 2023
Characterizing Attribution and Fluency Tradeoffs for Retrieval-Augmented Large Language Models Paper • 2302.05578 • Published Feb 11, 2023
LongForm: Optimizing Instruction Tuning for Long Text Generation with Corpus Extraction Paper • 2304.08460 • Published Apr 17, 2023 • 3
Self-Evaluation Improves Selective Generation in Large Language Models Paper • 2312.09300 • Published Dec 14, 2023 • 15
Universal Self-Consistency for Large Language Model Generation Paper • 2311.17311 • Published Nov 29, 2023 • 1
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent Paper • 2312.10003 • Published Dec 15, 2023 • 38