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link prediction

620 papers

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Also known as

LP

Co-occurring keywords

graph neural network (3945) knowledge graph embedding (300) knowledge graph (1795) knowledge graph completion (236) node classification (480) representation learning (6174) graph embedding (348) entity embedding (160) temporal knowledge graph (128) network embedding (111)

Papers

Accurate Text-Enhanced Knowledge Graph Representation Learning NAACL 2018
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network NAACL 2018
Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data NIPS 2018
Scientific Discovery as Link Prediction in Influence and Citation Graphs NAACL 2018
SimplE Embedding for Link Prediction in Knowledge Graphs NIPS 2018
Embedding Logical Queries on Knowledge Graphs NIPS 2018
LinkNBed: Multi-Graph Representation Learning with Entity Linkage ACL 2018
Knowledge Graph Embedding with Hierarchical Relation Structure EMNLP 2018
KBGAN: Adversarial Learning for Knowledge Graph Embeddings NAACL 2018
Variational Knowledge Graph Reasoning NAACL 2018
TensorCast: Forecasting Time-Evolving Networks with Contextual Information IJCAI 2018
One-Shot Relational Learning for Knowledge Graphs EMNLP 2018
NetGAN: Generating Graphs via Random Walks ICML 2018
Feature Hashing for Network Representation Learning IJCAI 2018
Differentiating Concepts and Instances for Knowledge Graph Embedding EMNLP 2018
OpenKE: An Open Toolkit for Knowledge Embedding EMNLP 2018
Embedding Multimodal Relational Data for Knowledge Base Completion EMNLP 2018
Bootstrapping Entity Alignment with Knowledge Graph Embedding IJCAI 2018
Learning Sequence Encoders for Temporal Knowledge Graph Completion EMNLP 2018
Argumentative Link Prediction using Residual Networks and Multi-Objective Learning EMNLP 2018
Scalable Rule Learning via Learning Representation IJCAI 2018
Knowledge Graph Embedding with Numeric Attributes of Entities ACL 2018
Jack the Reader – A Machine Reading Framework ACL 2018
Improving Knowledge Graph Embedding Using Simple Constraints ACL 2018
Towards Understanding the Geometry of Knowledge Graph Embeddings ACL 2018