ACL RD-TEC 1.0 Summarization of W93-0102
Paper Title:
TOWARDS BUILDING CONTEXTUAL REPRESENTATIONS OF WORD SENSES USING STATISTICAL MODELS
TOWARDS BUILDING CONTEXTUAL REPRESENTATIONS OF WORD SENSES USING STATISTICAL MODELS
Authors: Claudia Leacock and Geoffrey Towell and Ellen Voorhees
Primarily assigned technology terms:
- automatic sense resolution
- back propagation
- bayesian classifier
- classification
- classifier
- classifiers
- computing
- contextual representation
- corpus-based statistical sense resolution
- decision tree
- disambiguation
- information retrieval
- information retrieval \
- language understanding
- learning
- matching
- neural network
- neural networks
- search
- semi-automatic acquisition
- sense resolution
- statistical methods
- statistical sense resolution
- template formation
- template matching
- word sense resolution
Other assigned terms:
- ambiguous word
- approach
- bayesian decision theory
- bilingual corpus
- case
- characters
- co-occurrence
- co-occurrences
- collocation
- content words
- context features
- convergence
- corpora
- decision theory
- disambiguation task
- error rate
- fact
- function words
- hypernym
- hyponym
- hyponyms
- hypothesis
- inflection
- knowledge
- linguistic
- local context
- meanings
- measures
- method
- methodology
- names
- noise
- nouns
- parameter settings
- part of speech
- permutation
- polysemous word
- polysemous words
- polysemy
- precision
- process
- proper names
- punctuation
- representations
- research and development
- selectional restrictions
- semantic
- sentence
- sentences
- sentential form
- sources of information
- stem
- suffixes
- syntactic structure
- tags
- target word
- technique
- term
- terms
- test set
- testing data
- text
- textual corpora
- theory
- tokens
- topical context
- topics
- training
- training and testing data
- training corpus
- training examples
- training set
- tree
- tree structure
- understanding
- wall street journal corpus
- word
- word co-occurrence
- word lists
- word order
- word sense
- word senses
- wordnet
- words
