ACL RD-TEC 1.0 Summarization of W05-0631
Paper Title:
SEMANTIC ROLE LABELING USING LIBSVM
SEMANTIC ROLE LABELING USING LIBSVM
Authors: Necati Ercan Ozgencil and Nancy McCracken
Primarily assigned technology terms:
- algorithm
- argument identification
- binary classifier
- charniak parser
- classification
- classifier
- classifiers
- computational linguistics
- computational natural language learning
- computing
- dynamic optimization
- greedy algorithm
- identification
- kernel
- language learning
- language processing
- learning
- learning technique
- machine learning
- natural language learning
- natural language processing
- optimization
- optimization algorithm
- parser
- post-processing
- processing
- radial basis function
- semantic role labeling
- srl system
- subcategorization
- support vector machines
- verb phrases
Other assigned terms:
- approach
- argument position
- association for computational linguistics
- binary features
- case
- constraint satisfaction
- constraint satisfaction problem
- cue words
- development set
- distribution
- experimental results
- f-measure
- feature
- feature set
- feature sets
- governing category
- grid
- head word
- heuristics
- labeling
- lemma
- lexical items
- linguistics
- main verb
- measure
- named entities
- natural language
- parse
- parse tree
- part of speech
- passive voice
- past participle
- phrase
- phrase type
- precision
- predicates
- prepositional attachment
- probabilities
- probability
- probability estimates
- punctuation
- role labeling
- semantic
- semantic role
- semantic roles
- sentence
- sentences
- speech tag
- support vector
- svms
- syntactic parse
- syntax
- syntax tree
- system description
- technique
- test set
- training
- training data
- training examples
- training set
- tree
- trees
- verb
- verb senses
- word
- words
