ACL RD-TEC 1.0 Summarization of P94-1020
Paper Title:
WORD-SENSE DISAMBIGUATION USING DECOMPOSABLE MODELS
WORD-SENSE DISAMBIGUATION USING DECOMPOSABLE MODELS
Authors: Rebecca Bruce and Janyce Wiebe
Primarily assigned technology terms:
- algorithm
- approximation
- bayesian network
- classifier
- classifiers
- clustering
- decision trees
- decomposition
- disambiguation
- em algorithm
- exhaustive search
- hypothesis testing
- language processing
- likelihood estimate
- maximum entropy
- maximum entropy approach
- maximum entropy model
- maximum likelihood
- model construction
- model selection
- natural language processing
- network representation
- nlp
- parameter estimation
- probabilistic disambiguation
- processing
- search
- sense disambiguation
- singular value decomposition
- software development
- spelling
- tagging
- tree construction
- word sense disambiguation
- word-sense disambiguation
Other assigned terms:
- abbreviation
- ambiguity
- ambiguous word
- approach
- case
- clustering procedure
- clusters
- co-occurrence
- collocation
- conditional independence
- contemporary english
- content words
- contextual feature
- contextual features
- data set
- data sets
- density function
- dictionary
- distribution
- entropy
- entropy models
- estimation
- fact
- feature
- graphical representation
- hypothesis
- joint distribution
- knowledge
- knowledge base
- language models
- ldoce
- lexical research
- likelihood
- likelihood function
- likelihood ratio
- log-linear model
- log-linear models
- mapping
- maximum entropy models
- maximum likelihood estimate
- meaning
- meanings
- measure
- method
- methodology
- natural language
- parametric model
- part-of-speech
- penn treebank
- penn treebank corpus
- pos tag
- precision
- priori
- probabilistic approach
- probabilistic model
- probabilistic models
- probabilities
- probability
- probability density
- probability density function
- probability distribution
- probability estimates
- procedure
- process
- random sample
- representations
- semantic
- sense distinctions
- senses of a word
- sentence
- sentences
- sparse data
- statistic
- statistics
- subclass
- tag set
- tags
- technique
- term
- terms
- test set
- theory
- tokens
- topology
- training
- training data
- training set
- tree
- treebank
- treebank corpus
- trees
- understanding
- undirected graph
- wall street journal corpus
- word
- word classes
- word meaning
- word meanings
- word sense
- wordnet
- words