Knowledge Graphs

Learning Triple Embeddings from Knowledge Graphs AAAI 2020 LibKGE - A knowledge graph embedding library for reproducible research EMNLP 2020 Link Prediction between Group Entities in Knowledge Graphs (Student Abstract) AAAI 2020 Low-Dimensional Hyperbolic Knowledge Graph Embeddings ACL 2020 LowFER: Low-rank Bilinear Pooling for Link Prediction ICML 2020 MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning EMNLP 2020 Measuring Information Propagation in Literary Social Networks EMNLP 2020 More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction AACL 2020 Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer EMNLP 2020 Multi-view Classification Model for Knowledge Graph Completion AACL 2020 Nested Subspace Arrangement for Representation of Relational Data ICML 2020 NeuInfer: Knowledge Inference on N-ary Facts ACL 2020 Neural Snowball for Few-Shot Relation Learning AAAI 2020 On Aligning OpenIE Extractions with Knowledge Bases: A Case Study EMNLP 2020 On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling EMNLP 2020 Open Graph Benchmark: Datasets for Machine Learning on Graphs NeurIPS 2020 Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding ACL 2020 Out-of-Sample Representation Learning for Knowledge Graphs EMNLP 2020 ParamE: Regarding Neural Network Parameters as Relation Embeddings for Knowledge Graph Completion AAAI 2020 PathQG: Neural Question Generation from Facts EMNLP 2020 Path Ranking with Attention to Type Hierarchies AAAI 2020 Point at the Triple: Generation of Text Summaries from Knowledge Base Triples (Extended Abstract) IJCAI 2020 Popularity Agnostic Evaluation of Knowledge Graph Embeddings UAI 2020 Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models EMNLP 2020 Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion EMNLP 2020