ACL RD-TEC 1.0 Summarization of W05-0624
Paper Title:
SPARSE BAYESIAN CLASSIFICATION OF PREDICATE ARGUMENTS
SPARSE BAYESIAN CLASSIFICATION OF PREDICATE ARGUMENTS
Authors: Richard Johansson and Pierre Nugues
Primarily assigned technology terms:
- algorithm
- approximation
- argument identification
- bayesian approach
- bayesian classification
- bayesian learning
- binary classifier
- bracketing
- classification
- classifier
- classifiers
- computational linguistics
- computational natural language learning
- cross-validation
- identification
- kernel
- language learning
- learning
- learning method
- learning methods
- linear learning
- multiclass classification
- natural language learning
- nlp
- optimization
- parser
- parsers
- role classification
- role identification
- role identification and classification
- rvm training
- semantic role identification
- semantic role labeling
- subcategorization
- support vector machines
- sv training
- svm approach
- training algorithm
- training method
- training procedure
- vector learning
Other assigned terms:
- approach
- association for computational linguistics
- binary feature
- case
- chunk
- classification accuracy
- constituent structure
- constituent tree
- convergence
- data set
- dependency tree
- distribution
- evaluations
- f-measure
- feature
- frame
- genre
- governing category
- grammatical functions
- head word
- implementation
- kernel function
- labeling
- large training
- learning paradigm
- lemma
- likelihood
- likelihood function
- linear algebra
- linguistics
- method
- named entity
- natural language
- nlp task
- noise
- numerical stability
- parameter values
- parse
- parse tree
- parse tree path
- partial path feature
- phrase
- phrase type
- precision
- preposition
- prepositional phrases
- probabilistic output
- probability
- probability model
- procedure
- propbank
- role labeling
- semantic
- semantic relationships
- semantic role
- sigmoid function
- subcategorization frame
- support vector
- svms
- system description
- test set
- tokens
- training
- training examples
- training set
- training time
- tree
- tree path
- trees
- word
- word features
