ACL RD-TEC 1.0 Summarization of A00-2009
Paper Title:
A SIMPLE APPROACH TO BUILDING ENSEMBLES OF NAIVE BAYESIAN CLASSIFIERS FOR WORD SENSE DISAMBIGUATION
A SIMPLE APPROACH TO BUILDING ENSEMBLES OF NAIVE BAYESIAN CLASSIFIERS FOR WORD SENSE DISAMBIGUATION
Primarily assigned technology terms:
- algorithm
- bayesian classifier
- bayesian ensemble
- capitalization
- classification
- classifier
- classifiers
- contextual representation
- corpus-based approach
- cross validation
- decision tree
- decision tree learner
- disambiguation
- five-fold cross validation
- language processing
- learner
- learning
- learning algorithm
- learning algorithms
- machine learning
- machine learning algorithms
- majority classifier
- model selection
- naive bayesian
- natural language processing
- neural network
- neural networks
- parameter estimation
- parsing
- part-of-speech tagging
- perceptron
- probabilistic classifier
- processing
- ratio test
- sampling
- search
- sense disambiguation
- single classifier
- supervised learning
- supervised learning algorithm
- taggers
- tagging
- validation
- word sense disambiguation
Other assigned terms:
- ambiguous word
- ambiguous words
- approach
- bayesian model
- case
- co-occurrence
- co-occurrences
- collocation
- contemporary english
- contextual features
- corpora
- data set
- data sets
- dictionary
- distribution
- empirical results
- estimation
- events
- experimental results
- feature
- feature set
- feature sets
- frequency counts
- frequency distribution
- grammatical information
- joint probability
- lexical features
- lexical items
- local context
- log-likelihood
- log-likelihood ratio
- measure
- method
- methodology
- model parameters
- morph
- natural language
- nouns
- part-of-speech
- probabilistic model
- probability
- process
- punctuation
- representations
- sense disambiguation accuracy
- sense-tagged corpora
- sense-tagged corpus
- sentence
- sentence corpus
- sentences
- statistics
- test data
- text
- topical context
- training
- training corpus
- training data
- tree
- uniform distribution
- wall street journal corpus
- window size
- word
- word sense
- word window
- wordnet
- wordnet senses
- words
