irokin / Link-Prediction-Experiment-ResultsView external linksLinks
A curated collection of SOTA algorithms on the link prediction task.
☆22Feb 27, 2020Updated 5 years ago
Alternatives and similar repositories for Link-Prediction-Experiment-Results
Users that are interested in Link-Prediction-Experiment-Results are comparing it to the libraries listed below
Sorting:
- ☆14Jun 20, 2024Updated last year
- ☆11Apr 18, 2020Updated 5 years ago
- ☆19Apr 15, 2022Updated 3 years ago
- Explainable Link Prediction for Emerging Entities in Knowledge Graphs☆20Nov 23, 2020Updated 5 years ago
- AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions☆88Jul 25, 2024Updated last year
- An implement of CompGCN in Pytorch and DGL.☆36Jul 25, 2024Updated last year
- Official implementation of Graph Neural Network Query Executor (ICML 2022)☆90Sep 5, 2023Updated 2 years ago
- Implementation of ExCut: Explainable Embedding-based Clustering over Knowledge Graphs☆11Jul 7, 2021Updated 4 years ago
- Code for "Highly Efficient Knowledge Graph Embedding Learning with Closed-Form Orthogonal Procrustes Analysis" (NAACL 2021)☆23Jun 16, 2022Updated 3 years ago
- Interaction Embeddings for Prediction and Explanation in Knowledge Graphs (WSDM'2019)☆23Apr 15, 2022Updated 3 years ago
- ☆12Jun 14, 2022Updated 3 years ago
- ☆13Mar 1, 2018Updated 7 years ago
- ChronoKGE - A knowledge graph embedding framework for time-focused representation learning (RepL4NLP @ ACL 2022)☆13Jun 10, 2022Updated 3 years ago
- STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)☆54Nov 28, 2017Updated 8 years ago
- ☆31Jun 14, 2020Updated 5 years ago
- Transformer-based Memory Networks for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)☆82Feb 22, 2022Updated 3 years ago
- Representation Learning with Ordered Relation Paths for Knowledge Graph Completion (EMNLP 2019)☆11Nov 17, 2019Updated 6 years ago
- ☆28Dec 17, 2020Updated 5 years ago
- Semantic Evidence aware Graph Neural Network (SE-GNN) for Knowledge Graph Embedding task (AAAI'22).☆58Mar 30, 2022Updated 3 years ago
- LowFER: Low-rank Bilinear Pooling for Link Prediction (ICML 2020)☆13Sep 24, 2022Updated 3 years ago
- KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion☆12Oct 21, 2021Updated 4 years ago
- The official Pytorch implementation of "UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledg…☆15May 16, 2022Updated 3 years ago
- Non-Sampling Knowledge Graph Embedding☆11Apr 23, 2021Updated 4 years ago
- The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie…☆254Apr 12, 2021Updated 4 years ago
- Combining relational context and relational paths for knowledge graph completion☆62Apr 19, 2020Updated 5 years ago
- ☆105Sep 25, 2019Updated 6 years ago
- TorusE☆16Apr 10, 2019Updated 6 years ago
- ☆18Jul 1, 2023Updated 2 years ago
- PyG re-implementation of Neural Bellman-Ford Networks (NeurIPS 2021)☆75Aug 25, 2022Updated 3 years ago
- ☆36Sep 29, 2020Updated 5 years ago
- A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)☆204May 7, 2021Updated 4 years ago
- Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications☆19Jul 20, 2020Updated 5 years ago
- Code and data for paper DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning (WSDM 2022)☆16Apr 15, 2022Updated 3 years ago
- ☆21Mar 25, 2023Updated 2 years ago
- ☆17Oct 9, 2021Updated 4 years ago
- This repository contains the source code for the WWW 2020 paper "Mining Implicit Entity Preference from User-Item Interaction Data for Kn…☆20Feb 26, 2021Updated 4 years ago
- Pytorch code for An Open-World Extension to Knowledge Graph Completion Models (AAAI 2019)☆38Jun 21, 2022Updated 3 years ago
- Knowledge Graph summarization for anomaly/error detection & completion (WebConf '20)☆38Jun 12, 2020Updated 5 years ago
- Knowledge Graph Embedding☆18Jun 10, 2018Updated 7 years ago