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multi-hop reasoning

435 papers

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Also known as

MHR

Co-occurring keywords · papers mentioning both

question answering (146) knowledge graph (124) large language model (87) retrieval-augmented generation (69) graph neural network (46) information retrieval (29) multi-hop question answering (25) knowledge base (23) language model (20) reinforcement learning (20)

Papers

SERAG: Semantic Entity Retrieval from Arabic Knowledge Graphs EACL 2021 SPARTQA: A Textual Question Answering Benchmark for Spatial Reasoning NAACL 2021 SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning NeurIPS 2021 Team Papelo at FEVEROUS: Multi-hop Evidence Pursuit EMNLP 2021 TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph EMNLP 2021 Unification-based Reconstruction of Multi-hop Explanations for Science Questions EACL 2021 Unsupervised Multi-hop Question Answering by Question Generation NAACL 2021 AttnIO: Knowledge Graph Exploration with In-and-Out Attention Flow for Knowledge-Grounded Dialogue EMNLP 2020 Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering EMNLP 2020 Differentiable Reasoning over a Virtual Knowledge Base ICLR 2020 DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog AAAI 2020 Document-level Relation Extraction with Dual-tier Heterogeneous Graph COLING 2020 Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph EMNLP 2020 Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases EMNLP 2020 Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths AACL 2020 GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems EMNLP 2020 HGMAN: Multi-Hop and Multi-Answer Question Answering Based on Heterogeneous Knowledge Graph (Student Abstract) AAAI 2020 Hierarchical Graph Network for Multi-hop Question Answering EMNLP 2020 HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification EMNLP 2020 HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data EMNLP 2020 Hypergraph Convolutional Network for Multi-Hop Knowledge Base Question Answering (Student Abstract) AAAI 2020 IIRC: A Dataset of Incomplete Information Reading Comprehension Questions EMNLP 2020 Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings ACL 2020 Is Graph Structure Necessary for Multi-hop Question Answering? EMNLP 2020 Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation AAAI 2020