← Keywords

link prediction

620 papers

Explore in graph

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

SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models ACL 2022
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models EMNLP 2022
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation EMNLP 2022
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022
CrossWalk: Fairness-Enhanced Node Representation Learning AAAI 2022
Directed Graph Auto-Encoders AAAI 2022
TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs AAAI 2022
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction IJCAI 2022
PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space AAAI 2022
Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract) IJCAI 2022
Geometry Interaction Knowledge Graph Embeddings AAAI 2022
Stabilizing and Enhancing Link Prediction through Deepened Graph Auto-Encoders IJCAI 2022
HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022
MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning EMNLP 2022
Multi-Vector Embedding on Networks with Taxonomies IJCAI 2022
Ruleformer: Context-aware Rule Mining over Knowledge Graph COLING 2022
Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical Perspective COLING 2022
Scientific Paper Extractive Summarization Enhanced by Citation Graphs EMNLP 2022
Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning IJCAI 2022
Improving Entity Disambiguation by Reasoning over a Knowledge Base NAACL 2022
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion COLING 2022
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion NAACL 2022
TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning IJCAI 2022
Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure IJCAI 2022
MERIT: Learning Multi-level Representations on Temporal Graphs IJCAI 2022