multi-hop reasoning

iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering ACL 2025 Is Complex Query Answering Really Complex? ICML 2025 KCS: Diversify Multi-hop Question Generation with Knowledge Composition Sampling EMNLP 2025 KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing EMNLP 2025 KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ACL 2025 KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation ACL 2025 KoBLEX: Open Legal Question Answering with Multi-hop Reasoning EMNLP 2025 Language models can learn implicit multi-hop reasoning, but only if they have lots of training data EMNLP 2025 Learning and Evaluating Factual Clarification Question Generation Without Examples ACL 2025 Learning First-Order Logic Rules for Argumentation Mining ACL 2025 LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval EMNLP 2025 LocAgent: Graph-Guided LLM Agents for Code Localization ACL 2025 LOG: A Local-to-Global Optimization Approach for Retrieval-based Explainable Multi-Hop Question Answering COLING 2025 M³GQA: A Multi-Entity Multi-Hop Multi-Setting Graph Question Answering Benchmark ACL 2025 MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation EMNLP 2025 MENDER: Multi-hop Commonsense and Domain-specific CoT Reasoning for Knowledge-grounded Empathetic Counseling of Crime Victims NAACL 2025 MFTCXplain: A Multilingual Benchmark Dataset for Evaluating the Moral Reasoning of LLMs through Multi-hop Hate Speech Explanation EMNLP 2025 MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs EMNLP 2025 MMInA: Benchmarking Multihop Multimodal Internet Agents ACL 2025 MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions ICLR 2025 More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG EMNLP 2025 MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations ICLR 2025 MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning AAAI 2025 MTabVQA: Evaluating Multi-Tabular Reasoning of Language Models in Visual Space EMNLP 2025 MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems NAACL 2025