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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

Dual Quaternion Knowledge Graph Embeddings AAAI 2021
Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders AAAI 2021
Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability EMNLP 2021
HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph IJCAI 2021
Poisson-Randomised DirBN: Large Mutation is Needed in Dirichlet Belief Networks ICML 2021
Correcting Exposure Bias for Link Recommendation ICML 2021
DeepWalking Backwards: From Embeddings Back to Graphs ICML 2021
Relational Boosted Bandits AAAI 2021
Transformer-Style Relational Reasoning with Dynamic Memory Updating for Temporal Network Modeling AAAI 2021
Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs AAAI 2021
Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding NIPS 2021
Residual2Vec: Debiasing graph embedding with random graphs NIPS 2021
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods EMNLP 2021
A Hyperbolic-to-Hyperbolic Graph Convolutional Network CVPR 2021
Neighborhood Intervention Consistency: Measuring Confidence for Knowledge Graph Link Prediction IJCAI 2021
P-INT: A Path-based Interaction Model for Few-shot Knowledge Graph Completion EMNLP 2021
Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework EMNLP 2021
Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation EMNLP 2021
Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs EMNLP 2021
Contrasting Contrastive Self-Supervised Representation Learning Pipelines ICCV 2021
Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings EMNLP 2021
PairRE: Knowledge Graph Embeddings via Paired Relation Vectors ACL 2021
Temporal Heterogeneous Information Network Embedding IJCAI 2021
MagNet: A Neural Network for Directed Graphs NIPS 2021
AutoGEL: An Automated Graph Neural Network with Explicit Link Information NIPS 2021