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

Failure Modes in Multi-Hop QA: The Weakest Link Effect and the Recognition Bottleneck ACL 2026
LiR3AG: A Lightweight Rerank Reasoning Strategy Framework for Retrieval-Augmented Generation AAAI 2026
Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering AAAI 2026
RAG-on-a-Diet: A Reinforcement Learning-Based Dynamic Resource Optimization Framework for RAG ACL 2026
S2G-RAG: Structured Sufficiency and Gap Judging for Iterative Retrieval-Augmented QA ACL 2026
DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering AAAI 2026
Tackling Distractor Documents in Multi-Hop QA with Reinforcement and Curriculum Learning EACL 2026
Mnemosyne: Accelerating Multi-Hop Question Answering via Cache Hit Order Fitting AAAI 2026
THOR: A Theta-Gamma Hierarchical Oscillatory Reasoning Framework for Multi-hop QA ACL 2026
HopWeaver: Cross-Document Synthesis of High-Quality and Authentic Multi-Hop Questions ACL 2026
PAR2-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering ACL 2026
StructMem: Structured Memory for Long-Horizon Behavior in LLMs ACL 2026
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora ACL 2026
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Long-tail Knowledge ACL 2026
HiGraAgent: Dual-Agent Adaptive Reasoning over Hierarchical Knowledge Graph for Open Domain Multi-hop Question Answering EACL 2026
DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router EACL 2026
Conformal Constrained Policy Optimization for Cost-Effective LLM Agents AAAI 2026
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation NAACL 2025
Shifting from Ranking to Set Selection for Retrieval Augmented Generation ACL 2025
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models NAACL 2025
Beyond the Answer: Advancing Multi-Hop QA with Fine-Grained Graph Reasoning and Evaluation ACL 2025
Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis IJCAI 2025
Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering ACL 2025
MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language COLING 2025
Momentum Posterior Regularization for Multi-hop Dense Retrieval COLING 2025