ACL RD-TEC 1.0 Summarization of C02-1040
Paper Title:
LEARNING VERB ARGUMENT STRUCTURE FROM MINIMALLY ANNOTATED CORPORA
LEARNING VERB ARGUMENT STRUCTURE FROM MINIMALLY ANNOTATED CORPORA
Authors: Anoop Sarkar and Woottiporn Tripasai
Primarily assigned technology terms:
- algorithm
- automaton
- categorization
- chunker
- classification
- classification algorithm
- classifier
- classifiers
- computing
- cross validation
- decision tree
- decision tree classifier
- extractor
- feature selection
- finite-state automaton
- frame learning
- hypothesis testing
- identification
- knowledge acquisition
- learning
- learning algorithm
- learning approach
- lexical knowledge acquisition
- likelihood ratio test
- machine learning
- machine learning approach
- nlp
- parser
- part-of-speech tagger
- probabilistic classification
- probabilistic classifier
- ratio test
- sf identification
- statistical methods
- statistical parser
- subcategorization
- tagger
- tree classifier
- validation
- verb subcategorization
Other assigned terms:
- 10-fold cross validation
- animacy
- annotated corpora
- approach
- argument structure
- average error rate
- binary feature
- case
- chunks
- corpora
- data set
- distribution
- error rate
- fact
- feature
- frame
- frequency distribution
- hypothesis
- intransitive verb
- knowledge
- lexical knowledge
- lexical semantics
- likelihood
- likelihood ratio
- linguists
- local context
- main verb
- meaning
- measure
- method
- natural language
- nlp tasks
- noun phrase
- nouns
- parse
- part of speech
- part-of-speech
- part-of-speech tags
- past participle
- penn treebank
- penn treebank tagset
- personal pronoun
- phrase
- plural noun
- plural noun phrase
- predicates
- probabilities
- probability
- pronoun
- pronouns
- selectional preferences
- sentences
- singular noun
- statistic
- subcategorization frame
- subcategorization frames
- subject noun phrase
- subject position
- tags
- tagset
- technique
- test data
- text
- thematic roles
- thematic structure
- tokens
- training
- training and test data
- training data
- transitivity
- tree
- treebank
- treebank wsj corpus
- trees
- verb
- verb argument
- verb arguments
- verb diathesis
- verb phrase
- word
- word corpus
- word senses
- words
- wsj corpus
