ACL RD-TEC 1.0 Summarization of W04-2405
Paper Title:
CO-TRAINING AND SELF-TRAINING FOR WORD SENSE DISAMBIGUATION
CO-TRAINING AND SELF-TRAINING FOR WORD SENSE DISAMBIGUATION
Primarily assigned technology terms:
- algorithm
- automatic annotation
- automatic learning
- bagging
- bayes classifier
- bayesian learning
- boosting
- bootstrapping
- bootstrapping algorithm
- bootstrapping procedure
- bootstrapping process
- classification
- classifier
- classifiers
- co-training
- co-training algorithm
- comparative analysis
- decision trees
- disambiguation
- entity classification
- error reduction
- feature split
- greedy algorithm
- language learning
- learning
- learning algorithm
- learning algorithms
- learning methods
- learning process
- majority voting
- naive bayes
- naive bayes classifier
- named entity classification
- natural language learning
- parameter selection
- parameter setting
- parsing
- part of speech tagging
- preprocessing
- reference resolution
- self-training
- sense classification
- sense disambiguation
- single classifier
- smoothing
- speech tagging
- statistical parsing
- supervised learning
- supervised learning algorithm
- supervised word sense disambiguation
- tagger
- tagging
- validation
- voting
- voting scheme
- word sense classification
- word sense disambiguation
Other assigned terms:
- ambiguous word
- annotated corpus
- annotation
- approach
- british national corpus
- cache
- case
- class distribution
- classification performance
- coefficient
- collocation
- concept
- conditional independence
- confidence scores
- data set
- data sets
- dice
- dice coefficient
- disambiguation system
- distribution
- evaluations
- fact
- feature
- feature sets
- feature type
- feature vector
- feature vectors
- hypothesis
- independence assumption
- labeling
- learning rate
- lexical unit
- method
- named entities
- named entity
- natural language
- nouns
- parameter settings
- parameter values
- part of speech
- part of speech tags
- parts of speech
- polysemous word
- precision
- procedure
- process
- relation
- semantic
- semantic relations
- senseval-2 data set
- sentences
- syntactic features
- tags
- target word
- technique
- terms
- test data
- test set
- text
- training
- training and test data
- training data
- training data set
- training examples
- training set
- trees
- unlabeled examples
- verb
- word
- word sense
- word senses
- word-net
- words
