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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

Knowledge Graph Embedding by Adaptive Limit Scoring Loss Using Dynamic Weighting Strategy ACL 2022
MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning EMNLP 2022
RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space COLING 2022
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models EMNLP 2022
Sequence-to-Sequence Knowledge Graph Completion and Question Answering ACL 2022
Language Models as Knowledge Embeddings IJCAI 2022
Learning from Counterfactual Links for Link Prediction ICML 2022
TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning IJCAI 2022
NAFS: A Simple yet Tough-to-beat Baseline for Graph Representation Learning ICML 2022
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction IJCAI 2022
Neural-Symbolic Entangled Framework for Complex Query Answering NIPS 2022
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022
OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport NIPS 2022
TextGraphs 2022 Shared Task on Natural Language Premise Selection COLING 2022
Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure IJCAI 2022
Augmenting Knowledge Graphs for Better Link Prediction IJCAI 2022
An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism ACL 2022
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022
Scientific Paper Extractive Summarization Enhanced by Citation Graphs EMNLP 2022
Parameter-free Dynamic Graph Embedding for Link Prediction NIPS 2022
BScNets: Block Simplicial Complex Neural Networks AAAI 2022
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction EMNLP 2022
OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs NIPS 2022
Role-based Multiplex Network Embedding ICML 2022
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods EMNLP 2022