Short-Path Prompting in LLMs: Analyzing Reasoning Instability and Solutions for Robust Performance

Zuoli Tang, Junjie Ou, Kaiqin Hu +6

Recent years have witnessed significant progress in large language models' (LLMs) reasoning, which is largely due to the chain-of-thought (CoT) approaches, allowing models to gener…