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Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies


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10.18653/v1/2021.acl-long.476

Robustifying Multi-hop QA through Pseudo-Evidentiality Training



Multi-Hop Fact Checking of Political Claims


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10.1016/j.knosys.2021.107035

Incorporating prior knowledge from counterfactuals into knowledge graph reasoning


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10.18653/V1/2021.NAACL-MAIN.366

Differentiable Open-Ended Commonsense Reasoning



Learning to Walk across Time for Interpretable Temporal Knowledge Graph Completion


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10.18653/v1/2021.acl-short.100

Neural-Symbolic Commonsense Reasoner with Relation Predictors


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10.1109/ICASSP39728.2021.9414755

Multi-Granularity Heterogeneous Graph for Document-Level Relation Extraction


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10.1109/WACV48630.2021.00070

Meta Module Network for Compositional Visual Reasoning



Answering Any-hop Open-domain Questions with Iterative Document Reranking



User-Centric Path Reasoning towards Explainable Recommendation


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10.1016/j.neunet.2021.06.008

HiAM: A Hierarchical Attention based Model for knowledge graph multi-hop reasoning.



Counterfactual-Augmented Data for Multi-Hop Knowledge Base Question Answering



Asynchronous Multi-grained Graph Network For Interpretable Multi-hop Reading Comprehension


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10.18653/v1/2021.eacl-main.283

Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions?


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10.1016/j.knosys.2021.107547

Empathetic Response Generation through Graph-based Multi-hop Reasoning on Emotional Causality


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10.18653/V1/2021.NAACL-MAIN.97

Explainable Multi-hop Verbal Reasoning Through Internal Monologue


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10.18653/v1/2021.eacl-main.300

Complex Question Answering on knowledge graphs using machine translation and multi-task learning


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10.1109/TKDE.2021.3073227

Multi-hop Reasoning Question Generation and Its Application


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10.18653/v1/2021.findings-acl.412

Rule-Aware Reinforcement Learning for Knowledge Graph Reasoning


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10.18653/V1/2021.NAACL-MAIN.99

Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models


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10.1109/tkde.2021.3104310

CogKR: Cognitive Graph for Multi-hop Knowledge Reasoning


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10.18653/v1/2021.eacl-main.15

Unification-based Reconstruction of Multi-hop Explanations for Science Questions


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10.18653/V1/2021.NAACL-MAIN.363

If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering


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