Biomedical Domain-Oriented Word Embeddings via Small Background Texts for Biomedical Text Mining Tasks.
Lishuang LiJia WanDegen HuangPublished in: NLPCC (2017)
Keyphrases
- biomedical text mining
- text mining
- genia corpus
- natural language text
- word sense disambiguation
- semi automated
- keywords
- text documents
- punctuation marks
- linguistic information
- transfer learning
- domain independent
- manifold learning
- data mining
- databases
- text segments
- dimensionality reduction
- low dimensional
- n gram
- co occurrence
- biomedical literature
- domain dependent
- text corpus
- knowledge discovery
- syntactic analysis
- automatic extraction
- text input
- natural language