Mengke Chen

RISE: Reasoning Enhancement via Iterative Self-Exploration in Multi-hop Question Answering

Large Language Models (LLMs) excel in many areas but continue to face challenges with complex reasoning tasks, such as Multi-Hop Question Answering (MHQA). MHQA requires integrating evidence from diverse sources while managing intricate logical dependencies, often leads to errors in reasoning. Retri…