ACL RD-TEC 1.0 Summarization of A97-1056
Paper Title:
SEQUENTIAL MODEL SELECTION FOR WORD SENSE DISAMBIGUATION
SEQUENTIAL MODEL SELECTION FOR WORD SENSE DISAMBIGUATION
Authors: Ted Pedersen and Rebecca Brucet and Janyce Wiebe
Primarily assigned technology terms:
- approximation
- bayes classifier
- classification
- classifier
- classifiers
- cutoff
- decision tree
- decision tree induction
- disambiguation
- feature selection
- feature set selection
- fitting procedure
- graphical model
- induction
- learning
- maximum entropy
- maximum likelihood
- measuring
- model selection
- naive bayes
- naive bayes classifier
- naive bayes classifiers
- nlp
- parameter estimate
- partof-speech tagging
- probabilistic classifier
- processing
- search
- selection process
- selection search
- sense disambiguation
- speech processing
- statistical analysis
- supervised learning
- tagging
- tree induction
- word sense disambiguation
- word-sense disambiguation
Other assigned terms:
- ambiguous word
- ambiguous words
- approach
- bayes model
- case
- classification accuracy
- comparative study
- conditional distribution
- contemporary english
- contextual feature
- contextual features
- dictionary
- distribution
- entropy
- entropy models
- experimental results
- fact
- feature
- feature set
- feature vector
- feature vectors
- generation
- graphical representation
- joint distribution
- joint probability
- joint probability distribution
- ldoce
- likelihood
- log-likelihood
- log-likelihood ratio
- log-linear models
- markov chain
- maximum entropy models
- measure
- methodology
- model fit
- model parameters
- multinomial distribution
- n-gram
- n-gram models
- n-grams
- naive bayes model
- nouns
- part of speech
- partof-speech
- predictive power
- probabilistic model
- probability
- probability distribution
- procedure
- process
- search strategy
- sentence
- sentences
- sequential model
- sparse data
- statistic
- statistical approach
- statistical models
- statistics
- tags
- text
- training
- training data
- tree
- verb
- wall street journal corpus
- word
- word sense
- words
- wsj corpus
