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

2025 · arXiv (Cornell University)

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, …