ACL RD-TEC 1.0 Summarization of E99-1007
Paper Title:
AUTOMATIC VERB CLASSIFICATION USING DISTRIBUTIONS OF GRAMMATICAL FEATURES
AUTOMATIC VERB CLASSIFICATION USING DISTRIBUTIONS OF GRAMMATICAL FEATURES
Authors: Suzanne Stevenson and Paola Merlo
Primarily assigned technology terms:
- algorithm
- approximation
- automatic classification
- automatic lexical acquisition
- automatic verb classification
- classification
- classification process
- classifier
- clustering
- clustering algorithm
- corpus analysis
- correlation analysis
- cross-validation
- decision trees
- disambiguation
- document classification
- grammar development
- hierarchical clustering
- induction
- language engineering
- language generation
- learner
- learning
- learning algorithm
- learning method
- learning techniques
- lexical acquisition
- linguistic analysis
- linguistic classification
- machine learning
- machine learning algorithm
- machine learning techniques
- machine translation
- parser
- parsers
- processing
- regular expression
- searching
- semantic classification
- sense disambiguation
- statistical analysis
- statistical methods
- subcategorization
- supervised classification
- supervised learning
- syntactic processing
- taggers
- unsupervised learning
- verb classification
- word sense disambiguation
Other assigned terms:
- 10-fold cross-validation
- ambiguity
- annotated corpus
- annotation
- approach
- brown corpus
- case
- class information
- classification accuracy
- classification performance
- classification task
- cluster
- clusters
- corpora
- correlation
- distribution
- distributional information
- document
- error rate
- fact
- feature
- generation
- grammar
- grammars
- grammatical features
- grammatical knowledge
- hypotheses
- hypothesis
- interpretation
- knowledge
- large corpora
- large corpus
- lexical features
- lexical semantic
- linguistic
- linguistic features
- linguistic knowledge
- main verb
- manual intervention
- meaning
- method
- methodology
- noise
- nouns
- object alternation
- parsed corpus
- part-of-speech
- particle
- past participle
- procedure
- process
- psycholinguistics
- relation
- relative clause
- relative frequency
- representations
- rule sets
- semantic
- semantic classes
- semantic role
- semantic roles
- sentence
- sentences
- syntactic behavior
- syntactic knowledge
- tagged corpus
- terms
- test set
- tokens
- transitivity
- transitivity alternation
- trees
- verb
- verb class
- verb classes
- verb form
- verb sense
- verb senses
- word
- word sense
- word senses
- words
