ACL RD-TEC 1.0 Summarization of W00-1322
Paper Title:
AN EMPIRICAL STUDY OF THE DOMAIN DEPENDENCE OF SUPERVISED WORD DISAMBIGUATION SYSTEMS
AN EMPIRICAL STUDY OF THE DOMAIN DEPENDENCE OF SUPERVISED WORD DISAMBIGUATION SYSTEMS
Authors: Gerard Escudero and Lluis Marquez and German Rigau
Primarily assigned technology terms:
- adaboost
- algorithm
- bayesian learning
- boosting
- categorization
- classification
- classifier
- classifiers
- clustering
- contextsensitive spelling correction
- conversational system
- corpus-based approach
- cross validation
- cross-validation
- decision trees
- disambiguation
- exemplar-based classifier
- exemplar-based learning
- information retrieval
- internet
- k-nn
- knowledge acquisition
- language learning
- language understanding
- lazyboosting
- learning
- learning algorithms
- learning methods
- learning process
- linear threshold
- m l algorithms
- machine learning
- machine translation
- morphology
- multi-label classification
- naive bayes
- nearest neighbors
- neural network
- neural networks
- nlp
- online learning
- parsing
- part-of-speech tagging
- positive naive bayes
- reference resolution
- search
- sense disambiguation
- smoothing
- smoothing technique
- spelling
- spelling correction
- statistical learning
- supervised learning
- supervised system
- supervised word sense disambiguation
- taggers
- tagging
- text categorization
- training process
- tuning
- validation
- weak classifier
- weight updating
- word sense disambiguation
Other assigned terms:
- 10-fold cross-validation
- ambiguity
- ambiguous words
- annotated corpus
- annotation
- annotation effort
- approach
- binary feature
- binary features
- brown corpus
- case
- catalan
- classification problem
- conditional probability
- corpora
- cross-corpus application
- discourse
- distribution
- english corpus
- english part-of-speech
- fact
- feature
- feature space
- hamming distance
- hypotheses
- hypothesis
- implementation
- knowledge
- knowledge acquisition bottleneck
- lexical resources
- local context
- manual annotation
- meaning
- measure
- method
- methodology
- nouns
- opinion
- part-of-speech
- part-of-speech tag
- portability
- predicates
- probabilities
- probability
- procedure
- process
- relation
- sense-tagged corpora
- sentence
- sentences
- snow architecture
- standard deviation
- statistical models
- style
- symbol
- syntactic relation
- target word
- technique
- terms
- test set
- text
- topical context
- training
- training corpora
- training corpus
- training examples
- training material
- training set
- trees
- understanding
- winnows
- word
- word level
- word sense
- words
