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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

PairRE: Knowledge Graph Embeddings via Paired Relation Vectors IJCNLP 2021
Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding ACL 2021
A Systematic Investigation of KB-Text Embedding Alignment at Scale ACL 2021
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes IJCAI 2021
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns IJCNLP 2021
Link Prediction with Persistent Homology: An Interactive View ICML 2021
Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks AAAI 2021
Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-path AAAI 2021
5* Knowledge Graph Embeddings with Projective Transformations AAAI 2021
Knowledge-aware Coupled Graph Neural Network for Social Recommendation AAAI 2021
A Systematic Investigation of KB-Text Embedding Alignment at Scale IJCNLP 2021
CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction IJCAI 2021
ChronoR: Rotation Based Temporal Knowledge Graph Embedding AAAI 2021
Temporal Knowledge Graph Completion using a Linear Temporal Regularizer and Multivector Embeddings NAACL 2021
Edge: Enriching Knowledge Graph Embeddings with External Text NAACL 2021
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction AAAI 2021
Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion (Student Abstract) AAAI 2021
Learning Faithful Representations of Causal Graphs IJCNLP 2021
Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs EACL 2021
Convolutional Hypercomplex Embeddings for Link Prediction ACML 2021
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction NIPS 2021
A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings EMNLP 2020
Network Representation Learning Algorithm Based on Neighborhood Influence Sequence ACML 2020
Faster Graph Embeddings via Coarsening ICML 2020
Towards Fine-Grained Temporal Network Representation via Time-Reinforced Random Walk AAAI 2020