ZhenfengLei / KGDatasetsLinks
There‘re experimental data sets over knowledge graph which are all well-known and popular and even comprehensive. We now sort out 9 data sets(WN18, WN18RR,FB15k,FB15k-237,YAGA3-10,Countries,Kinship,Nations,UMLS), and we'll show many more other data if there 's necessary!
☆86Updated 7 years ago
Alternatives and similar repositories for KGDatasets
Users that are interested in KGDatasets are comparing it to the libraries listed below
Sorting:
- ACL 2020: A Re-evaluation of Knowledge Graph Completion Methods☆148Updated 2 years ago
- Code and dataset for paper "Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts"…☆84Updated 5 years ago
- Combining relational context and relational paths for knowledge graph completion☆138Updated 4 years ago
- ☆79Updated 4 years ago
- Rule mining in knowledge graphs☆133Updated last month
- The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie…☆256Updated 4 years ago
- "Inductive Entity Representations from Text via Link Prediction" @ The Web Conference 2021☆62Updated 2 years ago
- Implementation of TransE model in PyTorch.☆163Updated 2 years ago
- Datasets for Knowledge Graph Completion with textual information about the entities☆283Updated 6 years ago
- EMNLP 2020: Message Passing for Hyper-Relational Knowledge Graphs☆87Updated 2 years ago
- 📝 A collection of common datasets used in knowledge embedding☆150Updated 5 years ago
- Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach☆50Updated 3 years ago
- Multi-Hop Logical Reasoning in Knowledge Graphs☆305Updated 3 years ago
- Inductive relation prediction by subgraph reasoning, ICML'20☆248Updated last year
- The code of paper ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs. Zhanqiu Zhang, Jie Wang, Jiajun Chen, Shuiwang Ji,…☆46Updated 3 years ago
- Knowledge Association with Hyperbolic Knowledge Graph Embeddings, EMNLP 2020☆41Updated 4 years ago
- Combining relational context and relational paths for knowledge graph completion☆63Updated 5 years ago
- Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. (WWW'19)☆55Updated 3 years ago
- Simple yet SoTA Knowledge Graph Embeddings.☆109Updated 3 years ago
- Diachronic Embedding for Temporal Knowledge Graph Completion☆86Updated last year
- Implementation of the BoxE model from the NeurIPS 2020 paper "BoxE: A Box Embedding Model for Knowledge Base Completion". Also includes a…☆48Updated 5 years ago
- RAGAT: Relation Aware Graph Attention Network for Knowledge Graph Completion☆57Updated last year
- Explainable Link Prediction for Emerging Entities in Knowledge Graphs☆20Updated 5 years ago
- Multi-view Knowledge Graph Embedding for Entity Alignment, IJCAI 2019☆116Updated 4 years ago
- ☆83Updated 2 years ago
- Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation, AAAI 2020☆99Updated 3 years ago
- ACL 2021: Question Answering over Temporal Knowledge Graphs☆94Updated 3 years ago
- Source codes and datasets for EMNLP 2020 paper "Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph"☆55Updated 4 years ago
- Implementation of SimplE Embedding for Link Prediction in Knowledge Graphs in PyTorch☆118Updated 5 years ago
- This project analyzes the results of various models for Link Prediction on Knowledge Graphs using Knowledge Graph Embeddings. It allows t…☆76Updated 5 years ago