ACL RD-TEC 1.0 Summarization of W03-0410
Paper Title:
SEMI-SUPERVISED VERB CLASS DISCOVERY USING NOISY FEATURES
SEMI-SUPERVISED VERB CLASS DISCOVERY USING NOISY FEATURES
Authors: Suzanne Stevenson and Eric Joanis
Primarily assigned technology terms:
- agglomerative clustering
- boosting
- chunker
- class discovery
- classification
- classifier
- classifiers
- clustering
- computational linguistics
- cross-validation
- cutoff
- decision tree
- decision tree induction
- decision trees
- decision-tree
- decision-tree induction
- dimensionality reduction
- error rate reduction
- feature extraction
- feature selection
- feature selection method
- grouping
- hierarchical clustering
- induction
- learner
- learning
- learning approaches
- lexical acquisition
- linguistic analysis
- machine learning
- parser
- partial parser
- processing
- processing tools
- rate reduction
- role assignment
- selection method
- semantic classification
- semantic role assignment
- subcategorization
- supervised classification
- supervised learner
- supervised learning
- text processing
- tree induction
- tree induction system
- unsupervised feature selection
- unsupervised method
- verb class discovery
- verb classification
- verb clustering
- verb selection
- ward linkage
Other assigned terms:
- 10-fold cross-validation
- adjunct
- animacy
- approach
- argument structure
- bias
- british english
- british national corpus
- class membership
- classification tasks
- cluster
- clusters
- computational lexicon
- computational linguists
- contingency table
- corpora
- dative alternation
- dimensionality
- distance measure
- english verb
- english verb classes
- entropy
- error rate
- estimation
- euclidean distance
- evaluation measures
- evaluation metrics
- experimental results
- feature
- feature set
- feature sets
- feature space
- frame
- framenet
- gold standard
- grammar
- grammars
- knowledge
- lemma
- lexical semantic
- lexicon
- linguistic
- linguistic knowledge
- linguistics
- linguistics research
- linguists
- mapping
- matlab
- meaning
- measure
- measures
- method
- methodology
- mutual information
- noun phrases
- part-of-speech
- performance comparison
- precision
- preposition
- prepositional phrases
- process
- pronouns
- proper noun
- seed
- selectional preferences
- semantic
- semantic classes
- semantic role
- semantic roles
- semantic tags
- semi-supervised approach
- statistics
- syntactic frame
- syntax
- tags
- technologies
- terms
- text
- training
- tree
- trees
- verb
- verb class
- verb classes
- verb meaning
- word
- word corpus
- words
