ACL RD-TEC 1.0 Summarization of W04-2403
Paper Title:
A SEMANTIC KERNEL FOR PREDICATE ARGUMENT CLASSIFICATION
A SEMANTIC KERNEL FOR PREDICATE ARGUMENT CLASSIFICATION
Authors: Alessandro Moschitti and Cosmin Adrian Bejan
Primarily assigned technology terms:
- algorithm
- argument classification
- argument extraction
- argument identification
- argument identification and classification
- automatic classification
- boundary detection
- categorization
- classification
- classifier
- classifiers
- convolution kernels
- feature representation
- identification
- indexing
- information extraction
- kernel
- kernels
- language processing
- language processing systems
- latent semantic indexing
- learning
- learning algorithm
- learning approaches
- linear kernel
- machine learning
- machine learning approaches
- natural language processing
- natural language processing systems
- nlp
- normalization
- optimization
- parser
- parsers
- parsing
- polynomial kernel
- predicate-argument extraction
- processing
- question answering
- question classification
- question\/answering
- regularization
- role classification
- semantic indexing
- shallow parsing
- summarization
- support vector machines
- svm-light
- syntactic parser
- template designing
- validation
Other assigned terms:
- adjective
- annotation
- approach
- argument structures
- case
- categorization problem
- cluster
- compounding
- document
- document sets
- entity class
- estimation
- evaluations
- extraction problem
- fact
- feature
- feature set
- feature space
- frame
- generation
- governing category
- head word
- implementation
- infinitive form
- kernel function
- knowledge
- language processing applications
- language processing tasks
- latent semantic
- learning model
- lemma
- linguistic
- linguistic structures
- linguistic theories
- linguistic theory
- mapping
- markup
- meaning
- measure
- morphological information
- named entity
- natural language
- natural language processing applications
- natural language processing tasks
- natural language texts
- nonterminal
- norm
- noun phrases
- parse
- parse tree
- parse tree path
- parse-tree
- partial path feature
- passive voice
- penn treebank
- phrase
- phrase type
- precision
- predicate argument
- predicate-argument
- predicate-argument structures
- predicates
- probabilistic approach
- process
- processing tasks
- production rules
- propbank
- propbank corpus
- propbank project
- regularization parameter
- representations
- semantic
- semantic feature
- semantic information
- semantic similarity
- semantic space
- semantic structure
- semantic structures
- sentence
- sentences
- similarity function
- structural information
- style
- sub-categorization information
- sub-tree
- subtree
- support vector
- svms
- symbols
- syntactic feature
- syntactic features
- syntactic information
- syntactic parse
- syntactic structures
- syntax
- tags
- term
- terms
- text
- theories
- theory
- training
- training data
- training examples
- tree
- tree path
- treebank
- trees
- verb
- verb phrase
- word
- word corpus
- words
