ACL RD-TEC 1.0 Summarization of J99-2002
Paper Title:
DECOMPOSABLE MODELING IN NATURAL LANGUAGE PROCESSING
DECOMPOSABLE MODELING IN NATURAL LANGUAGE PROCESSING
Authors: Rebecca F. Bruce and Janyce M. Wiebe
Primarily assigned technology terms:
- algorithm
- artificial intelligence
- bayes classifier
- bayesian network
- classification
- classifier
- classifiers
- computational linguistics
- computer science
- computing
- cross validation
- cutoff
- decision tree
- decision tree induction
- decision trees
- disambiguation
- factorization
- feature selection
- fitting procedure
- forward search
- goodness-of-fit test
- graphical model
- greedy search
- induction
- language processing
- learning
- learning approach
- markov random field
- maximum entropy
- maximum likelihood
- maximum-likelihood
- model selection
- model switching
- modeling
- naive bayes
- naive bayes classifier
- naive bayes classifiers
- natural language processing
- nlp
- probabilistic classifier
- probabilistic modeling
- probability propagation
- processing
- propagation algorithm
- search
- search process
- searching
- sense disambiguation
- supervised learning
- supervised learning approach
- tree induction
- validation
- word sense disambiguation
Other assigned terms:
- 10-fold cross validation
- ambiguous word
- approach
- association for computational linguistics
- bayes model
- case
- classification error
- classification performance
- collocation
- computational complexity
- conditional independence
- conditional probability
- contextual features
- cross entropy
- data set
- dependency graph
- dependency graphs
- derivation
- distribution
- entropy
- entropy models
- estimation
- fact
- feature
- feature set
- generation
- hector corpus
- intelligence
- joint distribution
- joint probability
- joint probability distribution
- likelihood
- likelihood parameter
- linguistics
- log-likelihood
- log-likelihood ratio
- log-linear models
- mapping
- maximum entropy models
- measure
- measures
- method
- minimum description length
- model complexity
- model fit
- model parameters
- model performance
- mood
- multinomial distribution
- mutual information
- n-gram
- n-gram model
- naive bayes model
- natural language
- nlp applications
- paragraphs
- part of speech
- part of speech tags
- part-of-speech
- part-of-speech tag
- part-of-speech tags
- probabilistic model
- probability
- probability distribution
- probability model
- probability theory
- procedure
- process
- representations
- right-hand side
- search procedure
- sentences
- statistic
- statistical models
- statistical significance
- statistics
- subclass
- tags
- terms
- test set
- theory
- time complexity
- training
- training data
- training set
- tree
- trees
- word
- word sense
- words
