multi-hop question answering

GRAT: Guiding Retrieval-Augmented Reasoning through Process Rewards Tree Search ACL 2025 How Credible Is an Answer From Retrieval-Augmented LLMs? Investigation and Evaluation With Multi-Hop QA COLING 2025 KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval EMNLP 2025 Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis IJCAI 2025 Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering AAAI 2025 Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation ACL 2025 Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering ACL 2025 Modeling Contextual Passage Utility for Multihop Question Answering IJCNLP 2025 Momentum Posterior Regularization for Multi-hop Dense Retrieval COLING 2025 MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language COLING 2025 Optimizing Multi-Hop Document Retrieval Through Intermediate Representations ACL 2025 Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ACL 2025 Question Decomposition for Retrieval-Augmented Generation ACL 2025 ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA EMNLP 2025 Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning ACL 2025 ReSCORE: Label-free Iterative Retriever Training for Multi-hop Question Answering with Relevance-Consistency Supervision ACL 2025 Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering ACL 2025 RISE: Reasoning Enhancement via Iterative Self-Exploration in Multi-hop Question Answering ACL 2025 Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA EMNLP 2025 Search-in-Context: Efficient Multi-Hop QA over Long Contexts via Monte Carlo Tree Search with Dynamic KV Retrieval ACL 2025 Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering ACL 2025 SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine NAACL 2025 Shifting from Ranking to Set Selection for Retrieval Augmented Generation ACL 2025 StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models EMNLP 2025 StepKE: Stepwise Knowledge Editing for Multi-Hop Question Answering EMNLP 2025