link prediction

Embedding Multimodal Relational Data for Knowledge Base Completion EMNLP 2018 Feature Hashing for Network Representation Learning IJCAI 2018 Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning ICLR 2018 Hierarchical Graph Representation Learning with Differentiable Pooling NeurIPS 2018 Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment EMNLP 2018 Improving Knowledge Graph Embedding Using Simple Constraints ACL 2018 Jack the Reader – A Machine Reading Framework ACL 2018 KBGAN: Adversarial Learning for Knowledge Graph Embeddings NAACL 2018 Knowledge Graph Embedding with Hierarchical Relation Structure EMNLP 2018 Knowledge Graph Embedding with Numeric Attributes of Entities ACL 2018 Learning Sequence Encoders for Temporal Knowledge Graph Completion EMNLP 2018 LinkNBed: Multi-Graph Representation Learning with Entity Linkage ACL 2018 Link Prediction Based on Graph Neural Networks NeurIPS 2018 Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data NeurIPS 2018 NetGAN: Generating Graphs via Random Walks ICML 2018 One-Shot Relational Learning for Knowledge Graphs EMNLP 2018 OpenKE: An Open Toolkit for Knowledge Embedding EMNLP 2018 Predicting Semantic Relations using Global Graph Properties EMNLP 2018 Representation Learning for Scene Graph Completion via Jointly Structural and Visual Embedding IJCAI 2018 Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations COLING 2018 Scalable Multiplex Network Embedding IJCAI 2018 Scalable Rule Learning via Learning Representation IJCAI 2018 Scientific Discovery as Link Prediction in Influence and Citation Graphs NAACL 2018 SimplE Embedding for Link Prediction in Knowledge Graphs NeurIPS 2018 TensorCast: Forecasting Time-Evolving Networks with Contextual Information IJCAI 2018