ACL RD-TEC 1.0 Summarization of J04-1003
Paper Title:
VERB CLASS DISAMBIGUATION USING INFORMATIVE PRIORS
VERB CLASS DISAMBIGUATION USING INFORMATIVE PRIORS
Authors: Mirella Lapata and Chris Brew
Primarily assigned technology terms:
- 10-fold crossvalidation
- add-k smoothing
- algorithm
- approximation
- bayes classification
- bayes classifier
- bayesian classifier
- bayesian network
- capitalization
- class assignment
- class disambiguation
- classification
- classifier
- classifiers
- clustering
- clustering method
- computational linguistics
- conative alternation
- crossvalidation
- database
- decision-tree
- decision-tree learner
- dictionary creation
- disambiguation
- document classification
- encoding
- estimation process
- grouping
- gsearch
- hidden markov
- information retrieval
- iterative clustering
- latent-class clustering
- learner
- learning
- learning algorithm
- lexicon acquisition
- linguistic classification
- machine translation
- machine-learning
- matching
- measuring
- naive bayes
- naive bayes approach
- naive bayes classification
- naive bayes classifier
- naive bayes classifiers
- naive bayesian
- parser
- parsing
- part-of-speech tagging
- reading
- role assignment
- sampling
- search
- search engine
- semantic classification
- semantic disambiguation
- sense disambiguation
- sense disambiguator
- shallow syntactic analysis
- smoothing
- statistical approaches
- statistical parser
- subcategorization
- supervised learning
- syntactic analysis
- tagger
- tagging
- terminology
- thematic role assignment
- verb class disambiguation
- verb selection
- verb sense disambiguation
- word sense disambiguation
Other assigned terms:
- acquisition task
- adjective
- adjective senses
- adjective-noun combination
- ambiguity
- ambiguity problem
- ambiguous word
- ambiguous words
- annotated corpus
- annotation
- annotation task
- annotators
- approach
- argument structure
- argument structures
- association for computational linguistics
- bayesian framework
- bayesian model
- benefactive alternation
- british english
- british national corpus
- case
- chunk
- class distribution
- class information
- class membership
- class probability
- classification task
- cluster
- clusters
- co-occurrence
- co-occurrence frequency
- co-occurrences
- coefficient
- cognitive
- cognitive psychology
- collocation
- concepts
- concreteness
- conditional probabilities
- context words
- context-free grammar
- contextual features
- corpora
- corpus frequency
- dative alternation
- dictionaries
- dictionary
- disambiguation system
- disambiguation task
- discourse
- distribution
- document
- english language
- english verbs
- estimation
- experimental results
- fact
- feature
- feature space
- formalization
- frame
- generation
- geometric mean
- gesture
- gold standard
- governor
- grammar
- grammatical features
- heuristic
- hyponym
- hypothesis
- independence assumption
- index
- interannotator agreement
- interpretation
- joint distribution
- joint probability
- kappa
- kappa coefficient
- knowledge
- large corpora
- lexical resources
- lexical semantic
- lexical semantics
- lexicon
- likelihood
- linguistic
- linguistic information
- linguistics
- local context
- manual annotation
- mapping
- meaning
- meanings
- measure
- message
- method
- methodology
- model parameters
- noise
- noun phrase
- object alternation
- parsed corpus
- part-of-speech
- parts of speech
- phrase
- polysemous verb
- positive and negative examples
- pragmatic information
- precision
- prepositional phrase
- priori
- probabilistic framework
- probabilistic model
- probabilities
- probability
- probability distribution
- procedure
- process
- pronoun
- punctuation
- queries
- query
- reflexive pronoun
- relation
- representations
- selectional association
- selectional restrictions
- semantic
- semantic class
- semantic classes
- semantic hierarchy
- semantic information
- semantic knowledge
- semantic roles
- semantic vector
- sense disambiguation accuracy
- sense distinctions
- sentence
- sentences
- sentential context
- spoken language
- statistical framework
- statistical model
- stratified sample
- subcategorization frame
- subcategorization frames
- subcategorization information
- symbol
- synonyms
- synonymy
- syntactic behavior
- syntactic frame
- syntactic information
- syntactic patterns
- syntactic structure
- syntax
- syntax and semantics
- taxonomy
- technique
- term
- terms
- text
- thematic role
- thematic roles
- tokens
- training
- training data
- transitive verbs
- verb
- verb class
- verb class ambiguity
- verb classes
- verb frame
- verb sense
- verb senses
- word
- word sense
- wordnet
- wordnet senses
- wordnet taxonomy
- words
- world knowledge
