ACL RD-TEC 1.0 Summarization of P05-1005
Paper Title:
LEARNING SEMANTIC CLASSES FOR WORD SENSE DISAMBIGUATION
LEARNING SEMANTIC CLASSES FOR WORD SENSE DISAMBIGUATION
Authors: Upali Sathyajith Kohomban and Wee Sun Lee
Primarily assigned technology terms:
- algorithm
- binary classification
- bootstrapping
- classification
- classifier
- classifiers
- combined classifier
- cross validation
- disambiguation
- encoding
- feature weighting
- grammar parser
- information retrieval
- k-nearest neighbor
- k-nearest neighbor classifier
- knowledge acquisition
- language processing
- language understanding
- learner
- learning
- learning algorithms
- link grammar
- link grammar parser
- link parser
- machine translation
- majority voting
- natural language processing
- nearest neighbors
- optimization
- parameter optimization
- parser
- processing
- scoring
- search
- semi-supervised bootstrapping
- sense disambiguation
- simple majority voting
- single classifier
- supervised learning
- validation
- voting
- weighting
- word sense disambiguation
Other assigned terms:
- adverbial modifier
- approach
- binary feature
- case
- classification tasks
- collocation
- concept
- concepts
- context feature
- context features
- context size
- corpora
- data set
- data sets
- dictionary
- dictionary entries
- distance metric
- empirical results
- english dictionary
- english verbs
- evaluations
- fact
- feature
- feature set
- feature value
- feature vector
- feature vectors
- grammar
- heuristics
- hyponyms
- hypothesis
- implementation
- inter-annotator agreement
- interpretation
- knowledge
- knowledge acquisition bottleneck
- labeled training data
- labeling
- lexicographer
- linguistic
- local context
- machine-readable dictionary
- mapping
- meaning
- measure
- measures
- method
- modifier
- natural language
- noise
- nouns
- null hypothesis
- parse
- part of speech
- part-of-speech
- parts of speech
- penn-treebank
- phrase
- polysemous word
- predicates
- preposition
- process
- punctuation
- punctuation marks
- random sample
- relation
- scalability
- seed
- selectional preferences
- semantic
- semantic class
- semantic classes
- semantic interpretation
- semcor
- semcor corpus
- sense similarity
- sentence
- sentence boundaries
- sentences
- similarity measure
- similarity measures
- similarity metric
- syntactic features
- syntactic pattern
- syntactic properties
- syntactic relations
- syntax
- tagged corpus
- tags
- target word
- technique
- terms
- test data
- test data set
- test set
- testing corpora
- testing data
- thesaurus
- topical context
- training
- training corpus
- training data
- training data set
- training example
- training examples
- understanding
- usability
- verb
- weighting scheme
- window size
- word
- word sense
- word sense similarity
- word senses
- word usage
- wordnet
- wordnet sense
- wordnet senses
- words
- wsd evaluation
