Using UMLS Concept Unique Identifiers (CUIs) for Word Sense Disambiguation in the Biomedical Domain.
Bridget T. McInnesTed PedersenJohn CarlisPublished in: AMIA (2007)
Keyphrases
- word sense disambiguation
- biomedical text
- lexical knowledge
- wordnet
- information extraction
- natural language processing
- feature generation
- biomedical literature
- semantic network
- machine translation
- word sense
- linguistic knowledge
- sense disambiguation
- domain ontology
- semantic similarity
- information retrieval
- wide coverage
- free text
- feature set
- co occurrence
- text mining
- image processing
- data mining
- computational linguistics
- machine learning methods
- semantic relatedness
- artificial intelligence
- highly ambiguous