Extracting Drug-drug Interactions from Biomedical Texts using Knowledge Graph Embeddings and Multi-focal Loss.
Xin JinXia SunJiacheng ChenRichard F. E. SutcliffePublished in: CIKM (2022)
Keyphrases
- domain knowledge
- knowledge base
- knowledge representation
- chemical compounds
- knowledge acquisition
- knowledge discovery
- prior knowledge
- information extraction
- expert systems
- random walk
- euclidean space
- pharmaceutical industry
- directed acyclic graph
- graph model
- drug discovery
- social networks
- biological knowledge
- textual case based reasoning
- clinical trials
- knowledge based systems
- data mining techniques