Knowledge Graphs

Few-Shot Knowledge Graph Completion AAAI 2020 Hypergraph Convolutional Network for Multi-Hop Knowledge Base Question Answering (Student Abstract) AAAI 2020 Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings ACL 2020 KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation ACL 2020 Knowledge Association with Hyperbolic Knowledge Graph Embeddings EMNLP 2020 Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation AAAI 2020 Message Passing for Hyper-Relational Knowledge Graphs EMNLP 2020 Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer EMNLP 2020 TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion EMNLP 2020 Towards Adversarially Robust Knowledge Graph Embeddings AAAI 2020 A Model of Text-Enhanced Knowledge Graph Representation Learning with Collaborative Attention ACML 2019 Improving Knowledge Base Construction from Robust Infobox Extraction NAACL 2019 Learning to Update Knowledge Graphs by Reading News EMNLP 2019 Learning When Not to Answer: a Ternary Reward Structure for Reinforcement Learning Based Question Answering NAACL 2019 RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space ICLR 2019 STAC: Science Toolkit Based on Chinese Idiom Knowledge Graph NAACL 2019 Topical-Chat: Towards Knowledge-Grounded Open-Domain Conversations Interspeech 2019 Efficient Pruning of Large Knowledge Graphs IJCAI 2018 Learning Sequence Encoders for Temporal Knowledge Graph Completion EMNLP 2018 Neural Natural Language Inference Models Enhanced with External Knowledge ACL 2018 Learning to Explain Entity Relationships by Pairwise Ranking with Convolutional Neural Networks IJCAI 2017 Object Detection Meets Knowledge Graphs IJCAI 2017 Opinion-aware Knowledge Graph for Political Ideology Detection IJCAI 2017 “PageRank” for Argument Relevance EACL 2017 WiseReporter: A Korean Report Generation System IJCNLP 2017