multi-hop reasoning

Knowing What’s Missing: Assessing Information Sufficiency in Question Answering EACL 2026 Knowledge Graph for Efficient Multi-hop Question Generation (Student Abstract) AAAI 2026 Learning to Think on Hypergraph: HyperCoT for Structure-Guided N-ary Knowledge Graph Completion ACL 2026 LogicPoison: Logical Attacks on Graph Retrieval-Augmented Generation ACL 2026 M^3KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation CVPR 2026 M3-VQA: A Benchmark for Multimodal, Multi-Entity, Multi-Hop Visual Question Answering ACL 2026 Mitigating Error Accumulation in Knowledge Editing for Multi-Hop Question Answering AAAI 2026 MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence AAAI 2026 MMhops-R1: Multimodal Multi-hop Reasoning AAAI 2026 OmniBench: A Comprehensive Benchmark Integrating Real-World, Time-sensitive, and Multi-Hop Questions with a Multi-Dimensional Hybrid Evaluation Framework AAAI 2026 ProgRAG: Hallucination-Resistant Progressive Retrieval and Reasoning over Knowledge Graphs AAAI 2026 Query-Efficient Agentic Graph Extraction Attacks on GraphRAG Systems ACL 2026 RAVU: Retrieval Augmented Video Understanding with Compositional Reasoning over Graph WACV 2026 REAP: Enhancing RAG with Recursive Evaluation and Adaptive Planning for Multi-Hop Question Answering AAAI 2026 Reasoning with Ontology Graph: Toward Type-Constrained Knowledge Graph Question Answering ACL 2026 RECIPE-TKG: From Sparse History to Structured Reasoning for LLM-based Temporal Knowledge Graph Completion EACL 2026 Reinforcement Learning Enhanced Muti-hop Reasoning for Temporal Knowledge Question Answering AAAI 2026 SAR: A Structure-Aligned Reasoning Framework for Temporal Knowledge Graph Question Answering AAAI 2026 SCAIR: Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs ACL 2026 STEM: Structure-Tracing Evidence Mining for Knowledge Graphs-Driven Retrieval-Augmented Generation ACL 2026 Tailoring Memory Granularity for Multi-Hop Reasoning over Long Contexts EACL 2026 Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning ACL 2026 Thinking Beyond the Local: Multi-View Instructed Adaptive Reasoning in KG-Enhanced LLMs EACL 2026 Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation ACL 2026 TH-RAG : Topic-Based Hierarchical Knowledge Graphs for Robust Multi-hop Reasoning in Graph-based RAG Systems ACL 2026