HPFA: Hypergraph-Based Paired Failure Attribution for LLM Reasoning

Runchuan Zhu, Hongbin Lai, Bowen Jiang +4

Reflection is a powerful mechanism for LLM reasoning, yet its effectiveness hinges on accurately attributing failures to specific reasoning steps, a capability that current models…