An initial study of full parsing of clinical text using the Stanford Parser.
Hua XuSamir AbdelRahmanMin JiangJung-Wei FanYang HuangPublished in: BIBM Workshops (2011)
Keyphrases
- syntactic analysis
- dependency trees
- semantic parsing
- natural language processing
- penn treebank
- natural language
- dependency parsing
- dependency parser
- broad coverage
- natural language parsing
- linguistic analysis
- parse tree
- free text
- dependency tree
- natural language text
- noun phrases
- relation extraction
- semantic analysis
- phrase structure
- database
- semantic role labeling
- text mining
- link grammar
- semantic representation
- wide coverage
- syntactic parsing
- stochastic context free grammars
- patient data
- clinical trials
- language processing
- syntactic and semantic dependencies
- natural language sentences
- natural language parser
- named entity recognizer
- syntactic categories
- semantic dependencies
- syntactic structures
- semantic roles
- clinical practice
- clinical data
- semantic relations
- named entities
- pattern matching
- keywords
- information retrieval
- machine learning