2025
Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning
NeurIPS 2025poster
Chain-of-Thought (CoT) prompting plays an indispensable role in endowing large language models (LLMs) with complex reasoning capabilities. However, CoT currently faces two fundamental challenges: (1) Sufficiency, which ensures that the generated intermediate inference steps comprehensively cover and…