Orca 2: Teaching Small Language Models How to Reason Paper • 2311.11045 • Published Nov 18, 2023 • 69
SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning Paper • 2308.00436 • Published Aug 1, 2023 • 20
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Paper • 2310.11511 • Published Oct 17, 2023 • 62
Tree of Thoughts: Deliberate Problem Solving with Large Language Models Paper • 2305.10601 • Published May 17, 2023 • 7
TinyGSM: achieving >80% on GSM8k with small language models Paper • 2312.09241 • Published Dec 14, 2023 • 33
The Impact of Reasoning Step Length on Large Language Models Paper • 2401.04925 • Published Jan 10 • 15