ACL RD-TEC 1.0 Summarization of W02-0306
Paper Title:
A TRANSFORMATIONAL-BASED LEARNER FOR DEPENDENCY GRAMMARS IN DISCHARGE SUMMARIES
A TRANSFORMATIONAL-BASED LEARNER FOR DEPENDENCY GRAMMARS IN DISCHARGE SUMMARIES
Authors: David Campbell and Stephen Johnson
Primarily assigned technology terms:
- algorithm
- bracketing
- categorization
- classification
- clustering
- computational linguistics
- computing
- disambiguation
- document classification
- grammar parser
- indexing
- language learning
- language processing
- learner
- learning
- learning algorithm
- learning process
- lexical acquisition
- lexicalization
- lexicon design
- machine learning
- measuring
- natural language processing
- nlp
- nlp systems
- parser
- parsers
- parsing
- part-of-speech tagger
- part-of-speech tagging
- pos tagging
- probabilistic parser
- processing
- pruning
- reading
- rule pruning
- rule scoring
- scoring
- scoring function
- scoring system
- search
- searching
- semantic categorization
- shallow parser
- shift-reduce parser
- syntactic parser
- tag learning
- tagger
- tagging
Other assigned terms:
- annotator
- approach
- association for computational linguistics
- biomedical domain
- case
- chunks
- corpora
- dependency grammar
- dependency grammars
- dependency parse
- dependency relationship
- dependency structure
- dependency tree
- determiners
- document
- feature
- feature space
- generation
- grammar
- grammars
- head word
- index
- knowledge
- knowledge structures
- labeling
- large training
- lexemes
- lexica
- lexicon
- linguistic
- linguistic motivation
- linguistics
- measure
- measures
- medical corpora
- medical corpus
- method
- natural language
- noun phrase
- noun phrases
- nouns
- parse
- parse tree
- parsing accuracy
- part-of-speech
- parts of speech
- pathology
- phrase
- phrase structure
- portability
- pos tag
- preposition
- prepositional phrases
- prepositions
- process
- production rules
- relation
- root node
- rule set
- rule sets
- semantic
- semantic classes
- semantic features
- semantic lexicon
- sentence
- sentences
- set size
- shallow parse
- singular noun
- structure of the sentence
- sublanguage
- syntactic features
- syntactic grammar
- syntactic head
- syntactic relations
- syntactic structures
- tags
- technique
- test set
- text
- tokens
- training
- training corpus
- training examples
- training material
- training set
- training set size
- training text
- transformation
- tree
- trees
- unannotated corpus
- verb
- word
- word classes
- words
