ACL RD-TEC 1.0 Summarization of H94-1047
Paper Title:
A NEW APPROACH TO WORD SENSE DISAMBIGUATION
A NEW APPROACH TO WORD SENSE DISAMBIGUATION
Authors: Rebecca Bruce and Janyce Wiebe
Primarily assigned technology terms:
- algorithm
- approximation
- classification
- classifier
- classifiers
- disambiguation
- em algorithm
- exhaustive search
- feature selection
- hypothesis testing
- identification
- likelihood estimate
- matching
- maximum likelihood
- model selection
- nlp
- parameter estimation
- probabilistic classifier
- sampling
- search
- sense disambiguation
- sense-tagging
- software development
- spelling
- statistical nlp
- word matching
- word sense disambiguation
- word-sense disambiguation
Other assigned terms:
- adjective
- adjective senses
- ambiguous word
- ambiguous words
- approach
- approximation model
- case
- classification problem
- collocation
- contemporary english
- content words
- contextual features
- data set
- dictionary
- distribution
- estimation
- fact
- feature
- hypothesis
- joint distribution
- ldoce
- lexeme
- lexical items
- likelihood
- likelihood ratio
- log-linear model
- log-linear models
- maximum likelihood estimate
- meaning
- measure
- measures
- method
- model parameters
- multinomial distribution
- nouns
- paragraphs
- part-of-speech
- penn treebank
- penn treebank corpus
- pos tag
- precision
- probabilistic model
- probability
- probability distribution
- procedure
- process
- schema
- semantic
- semantic class
- sense distinctions
- sentence
- sentence boundaries
- sentence boundary
- sentences
- sparse data
- statistic
- statistics
- subclass
- suffix
- syntactic categories
- tag set
- tags
- term
- terms
- test set
- text
- theory
- training
- training set
- treebank
- treebank corpus
- understanding
- verb
- verb senses
- wall street journal corpus
- word
- word classes
- word sense
- word senses
- words
