ACL RD-TEC 1.0 Summarization of W02-1006
Paper Title:
AN EMPIRICAL EVALUATION OF KNOWLEDGE SOURCES AND LEARNING ALGORITHMS FOR WORD SENSE DISAMBIGUATION
AN EMPIRICAL EVALUATION OF KNOWLEDGE SOURCES AND LEARNING ALGORITHMS FOR WORD SENSE DISAMBIGUATION
Authors: Yoong Keok Lee and Hwee Tou Ng
Primarily assigned technology terms:
- adaboost
- algorithm
- bayes classifier
- binary classifier
- boosting
- classification
- classifier
- classifiers
- computational linguistics
- decision tree
- decision tree algorithm
- decision trees
- disambiguation
- entropy-based learning
- feature selection
- feature selection method
- fine-grained scoring
- k-nearest neighbor
- kernel
- kernels
- language processing
- lazyboosting
- learner
- learning
- learning algorithm
- learning algorithms
- learning approach
- linear kernel
- machine translation
- macro-averaging
- naive bayes
- naive bayes classifier
- natural language processing
- optimization
- parser
- pos tagger
- processing
- pruning
- regularization
- scoring
- scoring method
- segmentation
- selection method
- sense disambiguation
- sentence segmentation
- smoothing
- statistical parser
- supervised learning
- supervised learning approach
- support vector machines
- tagger
- tree algorithm
- weak learner
- weka
- word sense disambiguation
Other assigned terms:
- adjective
- alphabet
- approach
- association for computational linguistics
- benchmark
- benchmark data set
- bigram
- binary feature
- binary features
- case
- collocation
- constituent tree
- data set
- data sets
- dependency tree
- dictionary
- dictionary definition
- empirical evaluation
- empirical results
- evaluation data
- experimental results
- feature
- feature value
- feature vector
- implementation
- information gain
- information model
- kernel function
- knowledge
- linguistics
- linguists
- meanings
- method
- morphological information
- natural language
- natural language text
- nouns
- parse
- part-of-speech
- parts-of-speech
- pos tag
- posterior
- posterior probability
- precision
- probability
- process
- punctuation
- regularization parameter
- root node
- scalability
- sentence
- sentence boundary
- sentences
- statistic
- support vector
- symbol
- symbols
- syntactic relations
- tags
- test data
- test set
- text
- thesaurus
- tokens
- training
- training and test data
- training data
- training examples
- tree
- tree structure
- trees
- verb
- word
- word form
- word sense
- wordnet
- wordnet senses
- words
- wsd evaluation
