ACL RD-TEC 1.0 Summarization of W06-2407
Paper Title:
EXTENDING CORPUS-BASED IDENTIFICATION OF LIGHT VERB CONSTRUCTIONS USING A SUPERVISED LEARNING FRAMEWORK
EXTENDING CORPUS-BASED IDENTIFICATION OF LIGHT VERB CONSTRUCTIONS USING A SUPERVISED LEARNING FRAMEWORK
Authors: Yee Fan Tan and Min-Yen Kan and Hang Cui
Primarily assigned technology terms:
- binary classification
- classification
- classification system
- classifier
- classifiers
- computational linguistics
- context modeling
- corpus processing
- corpus-based approach
- corpus-based evaluation
- cross validation
- cross-validation
- data mining
- data preparation
- detection framework
- forest classifier
- identification
- language processing
- language understanding
- learning
- learning algorithms
- learning approach
- learning framework
- learning methods
- learning techniques
- lvc classification
- lvc detection
- lvc identification
- machine learning
- machine learning algorithms
- machine learning approach
- machine learning methods
- machine learning techniques
- maximum likelihood
- measuring
- mining
- modeling
- morphology
- natural language processing
- natural language understanding
- normalization
- parameter tuning
- processing
- random forest
- random sampling
- sampling
- search
- single classifier
- statistical methods
- supervised classification
- supervised learning
- supervised learning framework
- supervised machine learning
- ten-fold cross-validation
- tuning
- validation
- verb construction
- weka
Other assigned terms:
- adjective
- annotation
- annotation task
- annotator
- annotators
- approach
- bias
- case
- classification problem
- co-occurrences
- coefficient
- computational research
- corpora
- corpus frequency
- correlation
- correlation coefficient
- data set
- data sets
- determiner
- determiners
- document
- english corpus
- estimation
- evaluations
- experimental results
- fact
- feature
- feature set
- feature value
- forest
- frequency counts
- functional role
- gold standard
- hypotheses
- intelligence
- knowledge
- labeling
- large corpora
- large corpus
- lexical meaning
- likelihood
- linguistic
- linguistic knowledge
- linguistics
- linguists
- local context
- manual annotation
- meaning
- measure
- measures
- morphology module
- multiword expressions
- mutual information
- mwes
- natural language
- noun complements
- noun phrases
- parse
- particle
- penn treebank
- penn treebank corpus
- persian
- phrase
- precision
- predicates
- preposition
- prepositional phrases
- prepositions
- probabilities
- probability
- process
- proposition
- query
- semantic
- semantic content
- semantic meaning
- semantic roles
- sentence
- sentences
- source language
- sparse data
- statistical measure
- statistics
- syntactic features
- syntactic properties
- terms
- text
- toolkit
- training
- training corpus
- training data
- treebank
- treebank corpus
- understanding
- verb
- verb class
- verb classes
- verb form
- verb-object pair
- word
- word association
- word-net
- wordnet
- words
