ACL RD-TEC 1.0 Summarization of W04-2404
Paper Title:
COMBINING LEXICAL AND SYNTACTIC FEATURES FOR SUPERVISED WORD SENSE DISAMBIGUATION
COMBINING LEXICAL AND SYNTACTIC FEATURES FOR SUPERVISED WORD SENSE DISAMBIGUATION
Authors: Saif Mohammad and Ted Pedersen
Primarily assigned technology terms:
- adaboost
- algorithm
- analysis technique
- bayes classifier
- bayesian classifier
- brill tagger
- classification
- classifier
- classifiers
- collins parser
- decision tree
- decision trees
- disambiguation
- feature combination
- interpretation system
- knowledge analysis
- learning
- learning algorithm
- learning algorithms
- learning approaches
- majority classifier
- morphology
- naive bayes
- naive bayesian
- parser
- post disambiguation analysis
- quantification
- sense disambiguation
- spanish disambiguation
- supervised learning
- supervised word sense disambiguation
- support vector machines
- tagger
- voting
- word sense disambiguation
Other assigned terms:
- adjective
- ambiguous word
- approach
- array
- association score
- bag of words
- bigram
- binary feature
- binary features
- break
- case
- co-occurrences
- contemporary english
- corpora
- data sets
- dictionaries
- dictionary
- disambiguation system
- distribution
- experimental results
- fact
- feature
- feature sets
- feature space
- frame
- gold standard
- head word
- hypothesis
- implementation
- interpretation
- knowledge
- ldoce
- learning model
- lexical feature
- lexical features
- measure
- measures
- method
- morphological form
- news corpus
- ngram
- noun phrase
- noun phrases
- nouns
- pairs of words
- parse
- parse tree
- part of speech
- part of speech tags
- parts of speech
- penn treebank
- personal pronoun
- phrase
- preposition
- prepositional phrase
- prepositional phrases
- prepositions
- probability
- pronoun
- relation
- semantic
- semantic interpretation
- sentence
- sentences
- sources of information
- speech tag
- statistics
- subject-verb agreement
- support vector
- surface form
- syntactic features
- syntactic relation
- syntactic relations
- tags
- target word
- technique
- terms
- test data
- text
- training
- training and test data
- training corpus
- training data
- transformation
- transitive verbs
- tree
- treebank
- trees
- unigram
- verb
- verb phrase
- wall street journal corpus
- word
- word features
- word sense
- wordnet
- wordnet senses
- words
