ACL RD-TEC 1.0 Summarization of W00-0720
Paper Title:
GENETIC ALGORITHMS FOR FEATURE RELEVANCE ASSIGNMENT IN MEMORY-BASED LANGUAGE PROCESSING
GENETIC ALGORITHMS FOR FEATURE RELEVANCE ASSIGNMENT IN MEMORY-BASED LANGUAGE PROCESSING
Authors: Anne Kool and Walter Daelemans and Jakub Zavrel
Primarily assigned technology terms:
- algorithm
- assignment method
- capitalization
- classification
- decision tree
- evolutionary computation
- evolutionary feature selection
- feature selection
- feature subset selection
- feature weighting
- forward selection
- genetic algorithm
- genetic algorithms
- hyphenation
- igtree algorithm
- information-theoretic feature weighting
- iterative feature selection
- language acquisition
- language processing
- learner
- learning
- machine learning
- memory-based language processing
- memory-based learner
- modeling
- morphological process
- morphological synthesis
- morphology
- natural language processing
- optimisation
- parameter setting
- part-of-speech tagging
- pos-tagging
- processing
- reasoning
- relevance assignment
- searching
- synthesis
- tagging
- unknown word tagging
- validation
- weighting
- word tagging
Other assigned terms:
- approach
- case
- classification accuracy
- classification performance
- classification task
- context window
- data set
- dutch
- fact
- feature
- feature selection scheme
- feature value
- feature weight
- fitness value
- information gain
- language data
- linguistic
- measures
- method
- natural language
- nucleus
- parameter settings
- part of speech
- part of speech tags
- part-of-speech
- probabilities
- probability
- process
- sources of information
- standard deviation
- stress
- suffix
- syllables
- symbol
- tagging task
- tags
- test set
- theory
- training
- tree
- word
- words
- wrapper
