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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

Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution IJCAI 2020
Commonsense Knowledge Base Completion with Structural and Semantic Context AAAI 2020
Learning Triple Embeddings from Knowledge Graphs AAAI 2020
Knowledge Graph Embedding Compression ACL 2020
Premise Selection in Natural Language Mathematical Texts ACL 2020
Connecting Embeddings for Knowledge Graph Entity Typing ACL 2020
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction ACL 2020
SEEK: Segmented Embedding of Knowledge Graphs ACL 2020
Low-Dimensional Hyperbolic Knowledge Graph Embeddings ACL 2020
TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion EMNLP 2020
LibKGE - A knowledge graph embedding library for reproducible research EMNLP 2020
AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding EMNLP 2020
Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models COLING 2020
Message Passing for Hyper-Relational Knowledge Graphs EMNLP 2020
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols EMNLP 2020
Embedding Dynamic Attributed Networks by Modeling the Evolution Processes COLING 2020
JANE: Jointly Adversarial Network Embedding IJCAI 2020
Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction EMNLP 2020
DeBayes: a Bayesian Method for Debiasing Network Embeddings ICML 2020
Graph Geometry Interaction Learning NIPS 2020
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction NIPS 2020
Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation Learning NIPS 2020
Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation NIPS 2020
Open Graph Benchmark: Datasets for Machine Learning on Graphs NIPS 2020
ParamE: Regarding Neural Network Parameters as Relation Embeddings for Knowledge Graph Completion AAAI 2020