conftrace_

multi-hop question answering

118 papers

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Also known as

MHQA MULTI-HOP QA

Co-occurring keywords

retrieval-augmented generation (1592) large language model (13587) multi-hop reasoning (423) question answering (2963) knowledge graph (1837) reasoning chain (79) information retrieval (1514) knowledge retrieval (330) question decomposition (59) knowledge editing (295)

Papers

EvolveSearch: An Iterative Self-Evolving Search Agent EMNLP 2025
Dynamic Chunking and Selection for Reading Comprehension of Ultra-Long Context in Large Language Models ACL 2025
Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering AAAI 2025
Optimizing Multi-Hop Document Retrieval Through Intermediate Representations ACL 2025
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering ACL 2025
Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ACL 2025
Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning ACL 2025
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation NAACL 2025
Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation ACL 2025
GRAT: Guiding Retrieval-Augmented Reasoning through Process Rewards Tree Search ACL 2025
Question Decomposition for Retrieval-Augmented Generation ACL 2025
MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language COLING 2025
BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering ACL 2025
StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization EMNLP 2025
ReSCORE: Label-free Iterative Retriever Training for Multi-hop Question Answering with Relevance-Consistency Supervision ACL 2025
Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA EMNLP 2025
ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced 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
StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models EMNLP 2025
RISE: Reasoning Enhancement via Iterative Self-Exploration in Multi-hop Question Answering ACL 2025
Fine-grained Confidence Estimation for Spurious Correctness Detection in Large Language Models AACL 2025
StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering NAACL 2025
StepKE: Stepwise Knowledge Editing for Multi-Hop Question Answering EMNLP 2025
Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis IJCAI 2025
Don’t Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering EMNLP 2025