ACL RD-TEC 1.0 Summarization of W06-1203
Paper Title:
AUTOMATIC IDENTIFICATION OF NON-COMPOSITIONAL MULTI-WORD EXPRESSIONS USING LATENT SEMANTIC ANALYSIS
AUTOMATIC IDENTIFICATION OF NON-COMPOSITIONAL MULTI-WORD EXPRESSIONS USING LATENT SEMANTIC ANALYSIS
Authors: Graham Katz and Eugenie Giesbrecht
Primarily assigned technology terms:
- algorithm
- approximation
- classification
- classifier
- computational linguistics
- computational system
- cross-validation
- database
- decomposition
- dimensionality reduction
- disambiguation
- identification
- illustration
- latent semantic analysis
- maximum-likelihood
- neighbor classification
- non-compositional interpretation
- part of speech tagging
- preprocessing
- processing
- recognition
- semantic analysis
- sense disambiguation
- sense disambiguation task
- sense discrimination
- sense selection
- singular value decomposition
- speech tagging
- statistical methods
- tagging
- unsupervised technique
- word space
- word-alignment
- wordsense disambiguation
Other assigned terms:
- 10-fold cross-validation
- analogy
- annotation
- annotators
- approach
- association for computational linguistics
- case
- co-occurrence
- coefficient
- collocation
- composition
- compositionality
- compounds
- content words
- correlation
- correlation coefficient
- cosine similarity
- dictionaries
- dictionary
- dimensionality
- disambiguation task
- distribution
- evaluation metric
- f-score
- fact
- genre
- gold standard
- heuristic
- heuristics
- humorous effect
- hyponym
- hypothesis
- idiom
- idiomatic expressions
- idiomatic usage
- information measure
- interpretation
- kappa
- latent semantic
- lexical association
- lexical semantic
- likelihood
- linear combination
- linguistic
- linguistic context
- linguistics
- local context
- machine readable dictionaries
- manual annotation
- meaning
- meanings
- measure
- measures
- method
- multiword expressions
- mutual information
- mwes
- newspaper corpus
- non-compositional meaning
- non-compositionality
- nouns
- parallel texts
- part of speech
- phrase
- precision
- preposition
- process
- semantic
- semantic similarity
- similarity measure
- similarity threshold
- syntactic structure
- technique
- terms
- test corpus
- test set
- text
- thesaurus
- training
- training data
- vector space
- verb
- word
- word co-occurrence
- word sequences
- word window
- wordnet
- words
- wordsense
