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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

GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems EMNLP 2020
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification EMNLP 2020
Unsupervised Question Decomposition for Question Answering EMNLP 2020
Premise Selection in Natural Language Mathematical Texts ACL 2020
Multi-hop Question Generation with Graph Convolutional Network EMNLP 2020
IIRC: A Dataset of Incomplete Information Reading Comprehension Questions EMNLP 2020
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph EMNLP 2020
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction ACL 2020
Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings ACL 2020
Neural Belief Reasoner IJCAI 2020
Multi-hop Inference for Question-driven Summarization EMNLP 2020
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering EMNLP 2020
Translucent Answer Predictions in Multi-Hop Reading Comprehension AAAI 2020
DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog AAAI 2020
Two-Phase Hypergraph Based Reasoning with Dynamic Relations for Multi-Hop KBQA IJCAI 2020
Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation AAAI 2020
Low-Resource Generation of Multi-hop Reasoning Questions ACL 2020
Select, Answer and Explain: Interpretable Multi-Hop Reading Comprehension over Multiple Documents AAAI 2020
Query Graph Generation for Answering Multi-hop Complex Questions from Knowledge Bases ACL 2020
AttnIO: Knowledge Graph Exploration with In-and-Out Attention Flow for Knowledge-Grounded Dialogue EMNLP 2020
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths AACL 2020
Reinforced Multi-task Approach for Multi-hop Question Generation COLING 2020
Modelling Long-distance Node Relations for KBQA with Global Dynamic Graph COLING 2020
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph EMNLP 2020
MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning EMNLP 2020