ACL RD-TEC 1.0 Summarization of J98-1005
Paper Title:
DISAMBIGUATING HIGHLY AMBIGUOUS WORDS
DISAMBIGUATING HIGHLY AMBIGUOUS WORDS
Authors: Geoffrey Towel and Ellen M. Voorheest
Primarily assigned technology terms:
- algorithm
- automatic text retrieval
- bayesian classifier
- capitalization
- classification
- classifier
- classifiers
- combined classifier
- computational linguistics
- computing
- contextual representation
- cross validation
- cross-validation
- crossvalidation
- decision trees
- decision-tree
- disambiguation
- disambiguation method
- disambiguation problem
- disambiguation procedure
- encoding
- example selection
- information retrieval
- information retrieval system
- information retrieval systems
- instantiation
- learning
- learning algorithms
- learning method
- local disambiguation
- local encoding
- matching
- nearest neighbors
- neural learning
- neural network
- neural networks
- processing
- query expansion
- retrieval system
- retrieval systems
- screening
- sense disambiguation
- sense disambiguator
- sense resolution
- stacked generalization
- supervised learning
- taggers
- text processing
- text retrieval
- text retrieval system
- training method
- validation
- word sense classifier
- word sense disambiguation
- word sense disambiguator
Other assigned terms:
- 10-fold cross validation
- 10-fold cross-validation
- adjective
- ambiguity
- ambiguous words
- approach
- association for computational linguistics
- bayesian decision theory
- bias
- case
- characters
- classification accuracy
- co-occurrence
- concept
- concepts
- content words
- correlation
- correlations
- data set
- data sets
- decision theory
- dictionary
- dictionary definitions
- disambiguation system
- discourse
- distribution
- document
- experimental results
- fact
- feature
- heuristic
- hypothesis
- labeled training data
- labeling
- lexical features
- lexical relations
- lexicon
- linguistic
- linguistics
- local context
- logic
- meaning
- measures
- method
- noun hierarchy
- occurrence frequency
- paragraphs
- part of speech
- part-of-speech
- part-of-speech tags
- parts of speech
- phrase
- polysemy
- precision
- procedure
- process
- punctuation
- punctuation marks
- queries
- query
- representations
- retrieval performance
- run-time
- seed
- senses of a word
- sentence
- sentences
- similarity measures
- synonym
- synonyms
- syntactic structure
- tags
- target word
- taxonomy
- technique
- technology
- terms
- test set
- text
- theory
- tokens
- topical context
- training
- training corpus
- training data
- training example
- training examples
- training set
- training time
- trees
- uniform distribution
- unlabeled examples
- unlabeled text
- user
- verb
- verb senses
- word
- word co-occurrence
- word order
- word sense
- word senses
- wordnet
- words
