multi-hop question answering

StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization EMNLP 2025 StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering NAACL 2025 BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering ACL 2024 Co-occurrence is not Factual Association in Language Models NeurIPS 2024 Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024 Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering COLING 2024 EfficientRAG: Efficient Retriever for Multi-Hop Question Answering EMNLP 2024 End-to-End Beam Retrieval for Multi-Hop Question Answering NAACL 2024 Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering EACL 2024 From RAG to Riches: Retrieval Interlaced with Sequence Generation EMNLP 2024 Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering ACL 2024 HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models NeurIPS 2024 HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024 JEMHopQA: Dataset for Japanese Explainable Multi-Hop Question Answering COLING 2024 Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA EMNLP 2024 LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments EMNLP 2024 MEQA: A Benchmark for Multi-hop Event-centric Question Answering with Explanations NeurIPS 2024 PokeMQA: Programmable knowledge editing for Multi-hop Question Answering ACL 2024 Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process COLING 2024 Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering ACL 2024 Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering EACL 2023 Answering Questions by Meta-Reasoning over Multiple Chains of Thought EMNLP 2023 Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning ACL 2023 Decomposed Prompting: A Modular Approach for Solving Complex Tasks ICLR 2023 Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering EMNLP 2023