conftrace_

multi-hop reasoning

423 papers

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Also known as

MHR

Co-occurring keywords

question answering (2963) knowledge graph (1837) large language model (13587) retrieval-augmented generation (1592) graph neural network (3962) information retrieval (1514) knowledge base (804) multi-hop question answering (118) language model (4599) reinforcement learning (4352)

Papers

Generating then Refining for Reliable Knowledge Base Question Answering ACL 2026
UrbanGeoEval: A City-Scale Benchmark for Evaluating Large Language Models in Geospatial Reasoning ACL 2026
M3-VQA: A Benchmark for Multimodal, Multi-Entity, Multi-Hop Visual Question Answering ACL 2026
SCAIR: Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs ACL 2026
D2Plan: Dual-Agent Dynamic Global Planning for Complex Retrieval-Augmented Reasoning ACL 2026
RECIPE-TKG: From Sparse History to Structured Reasoning for LLM-based Temporal Knowledge Graph Completion EACL 2026
Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models EACL 2026
From Sentences to Proof Trees: Leveraging Language Models for Structured Reasoning EACL 2026
Tailoring Memory Granularity for Multi-Hop Reasoning over Long Contexts EACL 2026
Thinking Beyond the Local: Multi-View Instructed Adaptive Reasoning in KG-Enhanced LLMs EACL 2026
ETOM: A Five-Level Benchmark for Evaluating Tool Orchestration within the MCP Ecosystem EACL 2026
MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence AAAI 2026
Mitigating Error Accumulation in Knowledge Editing for Multi-Hop Question Answering AAAI 2026
Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs AAAI 2026
CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning AAAI 2026
CP-Search: A Chain Progressive Search Training Framework Incentivizing the Cognitive Behaviors for Searching in LLMs AAAI 2026
Reinforcement Learning Enhanced Muti-hop Reasoning for Temporal Knowledge Question Answering AAAI 2026
Knowledge Graph for Efficient Multi-hop Question Generation (Student Abstract) AAAI 2026
MMhops-R1: Multimodal Multi-hop Reasoning AAAI 2026
Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification ACL 2026
KG-MuLQA: A Framework for KG-based Multi-Level QA Extraction and Long-Context LLM Evaluation ACL 2026
RAVU: Retrieval Augmented Video Understanding with Compositional Reasoning over Graph WACV 2026
Query-Efficient Agentic Graph Extraction Attacks on GraphRAG Systems ACL 2026
Learning to Think on Hypergraph: HyperCoT for Structure-Guided N-ary Knowledge Graph Completion ACL 2026
Language models can learn implicit multi-hop reasoning, but only if they have lots of training data EMNLP 2025