REAP: Enhancing RAG with Recursive Evaluation and Adaptive Planning for Multi-Hop Question Answering

arXiv:2511.09966 · cs.CL · Submitted 2025-11-13 · Read on arXiv

cs.CL

Submitted: 2025-11-13

Updated: 2026-10-17

Terminology

• RAG — 3× in this paper · explained in 3 episodes
• Adaptive Planning — 2× in this paper · explained in 1 episode
• Multi-hop Reasoning — 2× in this paper · explained in 3 episodes
• Recursive Evaluation and Adaptive Planning — 2× in this paper
• Accuracy — 1× in this paper · explained in 1 episode
• Core — 1× in this paper · explained in 2 episodes
• Fact Extractor — 1× in this paper
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Hallucination — 1× in this paper · explained in 4 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 8 episodes
• Planner — 1× in this paper · explained in 3 episodes
• Retrieval-Augmented Generation (RAG) — 1× in this paper · explained in 19 episodes
• Sub-task Planner — 1× in this paper

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