ACL RD-TEC 1.0 Summarization of W97-0323
Paper Title:
EXEMPLAR-BASED WORD SENSE DISAMBIGUATION" SOME RECENT IMPROVEMENTS
EXEMPLAR-BASED WORD SENSE DISAMBIGUATION" SOME RECENT IMPROVEMENTS
Primarily assigned technology terms:
- algorithm
- assignment method
- classification
- classifier
- comparative evaluation
- cross validation
- disambiguation
- electronic dictionary
- exemplar-based classifier
- exemplar-based learning
- feature representation
- feature value pruning
- feature weighting
- indexing
- learning
- learning algorithm
- learning algorithms
- learning approach
- machine learning
- machine learning algorithms
- matching
- nearest neighbors
- parameter setting
- pruning
- pruning method
- sense disambiguation
- smoothing
- validation
- weighting
- word sense disambiguation
Other assigned terms:
- 10-fold cross validation
- ambiguous words
- approach
- average error rate
- baseline performance
- brown corpus
- case
- classification accuracy
- classification performance
- collocation
- comparative study
- conditional probabilities
- conditional probability
- data set
- dictionary
- distance metric
- distribution
- error rate
- experimental results
- fact
- feature
- feature value
- feature weights
- hamming distance
- implementation
- knowledge
- measure
- method
- morphological form
- nouns
- parameter settings
- part of speech
- probabilities
- probability
- relation
- rule set
- sense-tagged corpus
- sentence
- sentence fragment
- sentences
- syntactic relation
- technique
- test data
- test set
- text
- theorem
- training
- training corpus
- training data
- training data set
- training example
- training examples
- training set
- verb
- word
- word sense
- wordnet
- words
- wsj corpus
