ACL RD-TEC 1.0 Summarization of E95-1016
Paper Title:
ON LEARNING MORE APPROPRIATE SELECTIONAL RESTRICTIONS
ON LEARNING MORE APPROPRIATE SELECTIONAL RESTRICTIONS
Primarily assigned technology terms:
- algorithm
- ambiguity resolution
- approximation
- categorization
- computational lexicography
- corpus-based language modeling
- disambiguation
- em algorithm
- estimator
- language modeling
- learning
- learning process
- learning task
- likelihood estimation
- local normalization
- maximum likelihood
- maximum likelihood estimation
- measuring
- modeling
- nlp
- normalization
- parser
- quantification
- random selection
- search
- sense selection
- smoothing
- smoothing techniques
- statistical method
- syntactic ambiguity resolution
- thresholding
- tile
- weighting
- word sense selection
Other assigned terms:
- ambiguity
- approach
- association measure
- association score
- axioms
- case
- co-occurrence
- community
- conditional distribution
- conditional probabilities
- conditional probability
- corpora
- data sparseness
- disambiguation task
- distribution
- entropy
- estimation
- evaluation measures
- events
- experimental results
- hyperonymy
- interpretation
- knowledge
- lemma
- lexical semantics
- lexicographer
- lexicography
- likelihood
- linguistic
- log-likelihood
- log-likelihood ratio
- measure
- measures
- method
- mutual information
- n-grams
- nlp tasks
- noise
- nouns
- penn treebank
- polysemous words
- polysemy
- posterior
- posterior distribution
- precision
- prior distribution
- prior probability
- probabilities
- probability
- procedure
- process
- relative frequency
- selectional restrictions
- semantic
- semantic classes
- semantic hierarchy
- semantic interpretation
- semantic role
- semantic type
- sense ambiguity
- statistical measure
- subject position
- syntactic ambiguity
- syntactic position
- taxonomy
- technique
- terms
- testing set
- training
- training corpus
- training material
- training set
- treebank
- uniform distribution
- verb
- word
- word sense
- wordnet
- wordnet hierarchy
- words