ACL RD-TEC 1.0 Summarization of J01-3003
Paper Title:
AUTOMATIC VERB CLASSIFICATION BASED ON STATISTICAL DISTRIBUTIONS OF ARGUMENT STRUCTURE
AUTOMATIC VERB CLASSIFICATION BASED ON STATISTICAL DISTRIBUTIONS OF ARGUMENT STRUCTURE
Authors: Paola Merlo and Suzanne Stevenson
Primarily assigned technology terms:
- abstracting
- algorithm
- approximation
- aspectual classification
- automatic classification
- automatic construction
- automatic extraction
- automatic verb classification
- case-marking
- classification
- classification algorithm
- classification process
- classification system
- classifier
- classifiers
- clustering
- clustering algorithm
- computational linguistics
- computing
- content analysis
- corpus analysis
- corpus-based learning
- cross-validation
- cross-validation methodology
- cross-validation procedure
- data analysis
- data collection
- decision tree
- decision tree induction
- decision trees
- disambiguation
- encoding
- hierarchical clustering
- illustration
- induction
- information retrieval
- language acquisition
- language engineering
- language processing
- learning
- learning algorithm
- learning methods
- learning system
- learning techniques
- lexical acquisition
- lexical semantic verb classification
- lexicon organization
- linguistic analysis
- machine learning
- machine learning algorithm
- machine learning methods
- machine learning techniques
- machine translation
- maximum entropy
- natural language processing
- neural networks
- nlp
- nlp systems
- parser
- parsing
- partial parser
- predicate-argument extraction
- predictor
- processing
- random sampling
- random selection
- regular expression
- reporting
- role assignment
- rule learning
- sampling
- search
- searching
- semantic classification
- semantic tagging
- semantic verb classification
- statistical methods
- statistical techniques
- subcategorization
- subject\/object extraction
- supervised learning
- supervised machine learning
- supervised training
- syntactic disambiguation
- syntactic expression
- tagger
- tagging
- terminology
- thematic assignment
- thematic role assignment
- tree induction
- verb classification
- verb subcategorization
- verb-classification
Other assigned terms:
- 10-fold cross-validation
- adjective
- agreement score
- ambiguity
- animacy
- animacy hierarchy
- annotated corpora
- annotated corpus
- annotation
- approach
- argument structure
- argument structures
- bias
- brown corpus
- case
- causative\/inchoative alternation
- chance agreement
- characters
- class membership
- class name
- classification accuracy
- classification performance
- classification problem
- classification task
- clusters
- composition
- computational framework
- concept
- confusion matrix
- contemporary english
- corpora
- correlation
- correlations
- data consortium
- data set
- data sets
- dependency relations
- determiner
- dictionaries
- dictionary
- distribution
- english verbs
- entropy
- error rate
- extraction patterns
- f measure
- f score
- f-score
- fact
- feature
- frame
- frequency cut-off
- generation
- gold standard
- grammars
- grammatical function
- grammatical functions
- hypotheses
- hypothesis
- index
- interpretation
- intransitive verb
- kappa
- kappa statistic
- kappa value
- knowledge
- labeling
- language processing tasks
- language use
- large corpus
- large text corpora
- ldoce
- lexical entry
- lexical features
- lexical knowledge
- lexical organization
- lexical semantic
- lexical semantics
- lexicon
- linguistic
- linguistic behavior
- linguistic data
- linguistic data consortium
- linguistic features
- linguistic information
- linguistic knowledge
- linguistic theory
- linguistics
- local context
- machine readable dictionaries
- machine-readable dictionary
- main verb
- manual intervention
- mapping
- mappings
- meaning
- measure
- measures
- method
- methodology
- natural language
- natural language processing tasks
- noise
- nouns
- object alternation
- parse
- parsed corpus
- part of speech
- particle
- particles
- passive voice
- past participle
- phrasal verb
- phrase
- portability
- pos tag
- precision
- predicate-argument
- predicate-argument structure
- predictive power
- preposition
- prepositional phrase
- probability
- probability distributions
- procedure
- process
- processing tasks
- pronoun
- pronouns
- punctuation
- questionnaire
- random sample
- relation
- relative frequency
- rule set
- rule sets
- scalability
- selectional preference
- selectional preference information
- selectional preferences
- selectional restriction
- selectional restrictions
- semantic
- semantic class
- semantic classes
- semantic feature
- semantic features
- semantic information
- sentence
- sparse data
- sparse data problem
- statistic
- statistical framework
- statistical information
- statistical significance
- statistics
- stems
- subcategorization frame
- subcategorization frames
- subject position
- syntactic and semantic information
- syntactic behavior
- syntactic features
- syntactic information
- syntactic level
- syntactic properties
- syntax
- syntax and semantics
- tagged corpus
- tags
- technique
- terms
- test data
- test set
- text
- text corpora
- thematic role
- thematic roles
- theoretical linguistics
- theory
- tokens
- training
- training corpus
- training data
- training set
- transformation
- transitivity
- tree
- trees
- verb
- verb class
- verb classes
- verb form
- verb senses
- word
- word corpus
- wordnet
- words
