ACL RD-TEC 1.0 Summarization of W04-0827
Paper Title:
GAMBL, GENETIC ALGORITHM OPTIMIZATION OF MEMORY-BASED WSD
GAMBL, GENETIC ALGORITHM OPTIMIZATION OF MEMORY-BASED WSD
Authors: Bart Decadt and Véronique Hoste and Walter Daelemans and Antal Van den Bosch
Primarily assigned technology terms:
- algorithm
- cascaded classifier
- classification
- classifier
- classifiers
- computational linguistics
- cross-validation
- disambiguation
- disambiguation process
- eager learning
- exhaustive search
- feature construction
- feature selection
- genetic algorithm
- genetic algorithms
- heuristic optimization
- hillclimbing
- language processing
- lazy learning
- learning
- learning methods
- learning natural language
- matching
- memory-based learning
- natural language processing
- nearest neighbors
- nlp
- optimization
- parameter optimization
- parameter setting
- parser
- preprocessing
- processing
- search
- searching
- semantic analysis
- shallow parser
- ten-fold cross-validation
- value weighting
- voting
- weighting
Other assigned terms:
- 10-fold cross-validation
- ambiguous word
- approach
- association for computational linguistics
- bias
- binary feature
- binary features
- chunk
- chunks
- classification accuracy
- content words
- context feature
- context features
- context window
- context window size
- distance metric
- distribution
- events
- experimental results
- feature
- feature vector
- feature vectors
- grammatical function
- grammatical information
- grammatical relation
- grammatical relations
- heuristic
- information source
- information sources
- interpretation
- keyword
- language processing tasks
- lemma
- lexicon
- linguistics
- local context
- method
- natural language
- natural language processing tasks
- nlp tasks
- nouns
- optimization problem
- parameter settings
- phrase
- phrase type
- probability
- procedure
- process
- processing tasks
- relation
- search space
- semantic
- semcor
- sentence
- sentences
- tags
- test data
- test set
- text
- tokens
- training
- training and test data
- training corpus
- training data
- training set
- training text
- verb
- window size
- word
- wordnet
- wordnet sense
- words
