ACL RD-TEC 1.0 Summarization of W01-0511
Paper Title:
CLASSIFYING THE SEMANTIC RELATIONS IN NOUN COMPOUNDS VIA A DOMAIN-SPECIFIC LEXICAL HIERARCHY
CLASSIFYING THE SEMANTIC RELATIONS IN NOUN COMPOUNDS VIA A DOMAIN-SPECIFIC LEXICAL HIERARCHY
Authors: Barbara Rosario and Marti Hearst
Primarily assigned technology terms:
- algorithm
- binary classification
- blocking
- categorization
- classification
- compound interpretation
- empirical noun compound interpretation
- identification
- information extraction
- information extraction tasks
- iterative refinement
- knowledge representation
- learning
- learning algorithm
- learning techniques
- lexical neural-network
- listing
- logistic regression
- machine learning
- machine learning algorithm
- machine learning techniques
- multi-class classification
- neural net
- neural network
- neural-network
- noun compound interpretation
- part-of-speech tagger
- processing
- regression
- relation determination
- splitting
- statistical processing
- syntactic analysis
- tagger
Other assigned terms:
- approach
- biology
- biomedical text
- case
- classification problem
- cognitive
- compounds
- concept
- concepts
- conceptual association
- data set
- dictionary
- events
- fact
- feature
- feature vector
- feature vectors
- head noun
- hierarchical structure
- inferences
- information content
- interpretation
- knowledge
- labeling
- lexical association
- lexical features
- lexical hierarchy
- lexical item
- lexical items
- lexical model
- lexical representation
- lexical resource
- linguistic
- linguistic theories
- linguistics
- mapping
- maps
- measure
- measures
- medical ontology
- medline
- mesh
- mesh hierarchy
- method
- modifier
- names
- nouns
- ontology
- part-of-speech
- passage
- phrase
- preposition
- prepositional phrase
- probabilities
- relation
- schema
- semantic
- semantic information
- semantic relations
- semantic relationship
- semantic relationships
- sentence
- sigmoid function
- signal
- statistics
- stress
- subtrees
- tabular representation
- term
- terms
- test set
- testing data
- testing set
- text
- theoretical linguistics
- theories
- training
- training data
- training set
- tree
- trees
- umls
- unified medical language
- verb
- word
- wordnet
- words
