prakhargurawa / Drug-Similarity-and-Link-Prediction-using-Graph-Embeddings-on-Medical-Knowledge-Graph
Utilizing graphical neural networks and embeddings on a medical database KEGG to perform link predictions and drug similarity systems.
☆17Updated 3 years ago
Alternatives and similar repositories for Drug-Similarity-and-Link-Prediction-using-Graph-Embeddings-on-Medical-Knowledge-Graph:
Users that are interested in Drug-Similarity-and-Link-Prediction-using-Graph-Embeddings-on-Medical-Knowledge-Graph are comparing it to the libraries listed below
- The code of paper ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs. Zhanqiu Zhang, Jie Wang, Jiajun Chen, Shuiwang Ji,…☆45Updated 3 years ago
- RAGAT: Relation Aware Graph Attention Network for Knowledge Graph Completion☆57Updated 11 months ago
- This repository includes the source-code and dataset used in our CIKM2022 paper titled 'Commonsense Knowledge Base Completion with Relati…☆30Updated 2 years ago
- ☆29Updated last year
- Combining relational context and relational paths for knowledge graph completion☆62Updated 5 years ago
- EMNLP 2020 Findings: AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding☆18Updated 3 years ago
- ☆20Updated 2 years ago
- ☆79Updated 3 years ago
- Representation Learning with Ordered Relation Paths for Knowledge Graph Completion (EMNLP 2019)☆10Updated 5 years ago
- Collective Multi-type Entity Alignment Between Knowledge Graphs (WWW'20)☆32Updated 5 years ago
- Biomedical Relation Extraction with Knowledge Graph-based Recommendations☆8Updated last year
- Relation-aware Ensemble Learning for Knowledge Graph Embedding. EMNLP. 2023☆24Updated last year
- The code of paper Rethinking Graph Convolutional Networks in Knowledge Graph Completion. Zhanqiu Zhang, Jie Wang, Jieping Ye, Feng Wu. WW…☆63Updated 3 years ago
- The code of paper Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs. Jiajun Chen, Huarui He…☆43Updated 2 years ago
- ☆15Updated 3 years ago
- ☆9Updated 2 years ago
- IJCAI 2022 Long Presentation: An inductive KG link prediction utilizing neighboring relations from two aspects and using the MI maximizat…☆20Updated last year
- Source code for the COLING 2022 paper "KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings".☆22Updated 2 years ago
- Including W2V, DistMult, CP, SimplE, ComplEx, RotatE, Quaternion, MEI, MEIM. Paper: MEIM: Multi-partition Embedding Interaction Beyond Bl…☆22Updated last year
- [Paper][ICDE2023] Relational Message Passing for Fully Inductive Knowledge Graph Completion☆24Updated 2 years ago
- LM-KG-Completion☆11Updated last year
- AAAI 2020: Rule-Guided Compositional Representation Learning on Knowledge Graphs☆47Updated 5 years ago
- ☆18Updated 2 years ago
- Semantic Evidence aware Graph Neural Network (SE-GNN) for Knowledge Graph Embedding task (AAAI'22).☆59Updated 3 years ago
- ChronoKGE - A knowledge graph embedding framework for time-focused representation learning (RepL4NLP @ ACL 2022)☆13Updated 2 years ago
- Source codes and datasets for EMNLP 2020 paper "Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph"☆53Updated 3 years ago
- Resources and code for paper "Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning"☆23Updated 2 years ago
- EMNLP 2020: Message Passing for Hyper-Relational Knowledge Graphs☆87Updated last year
- Uncertain Knowledge Graphs Embedding with BERT Pretrained Language Model☆16Updated 6 months ago
- 🏅 KG Inductive Link Prediction Challenge (ILPC) 2022☆84Updated 3 years ago