ACL RD-TEC 1.0 Summarization of C04-1132
Paper Title:
LEARNING A ROBUST WORD SENSE DISAMBIGUATION MODEL USING HYPERNYMS IN DEFINITION SENTENCES
LEARNING A ROBUST WORD SENSE DISAMBIGUATION MODEL USING HYPERNYMS IN DEFINITION SENTENCES
Authors: Kiyoaki Shirai and Tsunekazu Yagi
Primarily assigned technology terms:
- algorithm
- analyzer
- bayes classifier
- classification
- classifier
- classifiers
- disambiguation
- em algorithm
- identification
- japanese morphological analyzer
- kernel
- language processing
- learning
- learning algorithm
- learning algorithms
- learning method
- learning methods
- learning techniques
- likelihood estimation
- linear interpolation
- linear kernel
- machine learning
- machine learning techniques
- matching
- matching algorithm
- morphological analysis
- morphological analyzer
- naive bayes
- naive bayes classifier
- naive bayes classifiers
- natural language processing
- nlp
- pattern matching
- pos tagging
- processing
- segmentation
- segmentation and pos tagging
- sense disambiguation
- single classifier
- supervised learning
- supervised learning algorithm
- support vector machine
- svm classifier
- tagging
- unsupervised learning
- unsupervised learning method
- validation
- word segmentation
- word segmentation and pos tagging
- word sense disambiguation
Other assigned terms:
- ambiguity
- approach
- baseline model
- bayes model
- case
- collocation
- concept
- concept dictionary
- content words
- corpora
- data set
- data sparseness
- dictionaries
- dictionary
- disambiguation model
- document
- edr corpus
- estimation
- experimental results
- extraction patterns
- f-measure
- fact
- feature
- feature set
- feature vector
- human intervention
- hypernym
- interpolation
- japanese sentences
- knowledge
- likelihood
- meaning
- meanings
- method
- naive bayes model
- natural language
- nlp applications
- nlp tasks
- parts-of-speech
- posterior
- posterior probability
- precision
- prior probability
- probabilistic model
- probabilistic models
- probability
- process
- relation
- semantic
- semantic classes
- sense disambiguation model
- sense-tagged corpora
- sense-tagged corpus
- sentence
- sentences
- statistics
- support vector
- svm model
- symbol
- target word
- term
- test data
- thesaurus
- training
- training corpus
- training data
- training instance
- verb
- word
- word frequency
- word sense
- word senses
- word types
- words
