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Knowledge Graphs

205 directly classified papers

Papers per year

Papers

Few-Shot Knowledge Graph Completion AAAI 2020
Towards Adversarially Robust Knowledge Graph Embeddings AAAI 2020
A Multi-Scale Approach for Graph Link Prediction AAAI 2020
Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation AAAI 2020
An Attention-Based Graph Neural Network for Heterogeneous Structural Learning AAAI 2020
ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation COLING 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
Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment AAAI 2020
Hypergraph Convolutional Network for Multi-Hop Knowledge Base Question Answering (Student Abstract) AAAI 2020
Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer EMNLP 2020
Message Passing for Hyper-Relational Knowledge Graphs EMNLP 2020
Learning When Not to Answer: a Ternary Reward Structure for Reinforcement Learning Based Question Answering NAACL 2019
Topical-Chat: Towards Knowledge-Grounded Open-Domain Conversations INTERSPEECH 2019
Improving Knowledge Base Construction from Robust Infobox Extraction NAACL 2019
MAssistant: A Personal Knowledge Assistant for MOOC Learners IJCNLP 2019
Learning to Update Knowledge Graphs by Reading News IJCNLP 2019
Learning to Update Knowledge Graphs by Reading News EMNLP 2019
STAC: Science Toolkit Based on Chinese Idiom Knowledge Graph NAACL 2019
Neural Natural Language Inference Models Enhanced with External Knowledge ACL 2018
Learning Sequence Encoders for Temporal Knowledge Graph Completion EMNLP 2018
Learning to Explain Entity Relationships by Pairwise Ranking with Convolutional Neural Networks IJCAI 2017
Object Detection Meets Knowledge Graphs IJCAI 2017
“PageRank” for Argument Relevance EACL 2017
WiseReporter: A Korean Report Generation System IJCNLP 2017