A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020
-
Updated
Mar 8, 2024 - Python
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020
Recommendation system based on knowledge graph embedding
Bootstrapping Entity Alignment with Knowledge Graph Embedding, IJCAI 2018
Implementation of TransE model in PyTorch.
Multi-view Knowledge Graph Embedding for Entity Alignment, IJCAI 2019
Cross-Lingual Entity Alignment via Joint Attribute-Preserving Embedding, ISWC 2017
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs, ICML 2019
Source code and datasets for IJCAI 2019 paper: Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs.
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation, AAAI 2020
The code of paper Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion. Zhanqiu Zhang, Jianyu Cai, Jie Wang. NeurIPS 2020.
Analyzing knowledge graph embedding methods, including TransE, DistMult, CP, SimplE, ComplEx, Quaternion
[Paper][SIGIR2022] Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion
Must-read papers on Knowledge Graph Embedding
OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding @ ACL'21
Including W2V, DistMult, CP, SimplE, ComplEx, RotatE, Quaternion, MEI, MEIM. Paper: MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction (IJCAI 2022).
A Python library for knowledge graph representation learning (graph embedding).
Some papers on Temporal Knowledge Graph Embedding and Reasoning
Machine learning on knowledge graphs for context-aware security monitoring (data and model)
Code for "Highly Efficient Knowledge Graph Embedding Learning with Closed-Form Orthogonal Procrustes Analysis" (NAACL 2021)
Add a description, image, and links to the knowledge-graph-embedding topic page so that developers can more easily learn about it.
To associate your repository with the knowledge-graph-embedding topic, visit your repo's landing page and select "manage topics."