ACL RD-TEC 1.0 Summarization of W02-0903
Paper Title:
BOOSTING AUTOMATIC LEXICAL ACQUISITION WITH MORPHOLOGICAL INFORMATION
BOOSTING AUTOMATIC LEXICAL ACQUISITION WITH MORPHOLOGICAL INFORMATION
Primarily assigned technology terms:
- adaboost
- algorithm
- automatic lexical acquisition
- boosting
- boosting algorithm
- categorization
- classification
- classification techniques
- classifier
- classifiers
- coding
- database
- disambiguation
- entity recognition
- feature combination
- hyponym discovery
- information extraction
- iterative method
- learner
- learning
- learning methods
- lexical acquisition
- loss function
- machine learning
- machine learning methods
- maximum likelihood
- morphology
- multiclass classification
- naive bayes
- naive bayes classifiers
- named entity recognition
- named-entity recognition
- part-of-speech tagging
- pattern classification
- processing
- recognition
- sense disambiguation
- smoothing
- story understanding
- tagging
- text categorization
- tokenization
- vector representation
- weak classifier
- weak learner
- word classification
- word sense disambiguation
Other assigned terms:
- approach
- attribute relation
- bayes model
- case
- classification model
- classification performance
- classification problem
- classification task
- collocation
- concepts
- contextual information
- conversation
- data sets
- dictionary
- distribution
- document
- entity class
- error rate
- fact
- feature
- feature vectors
- frame
- hamming distance
- head word
- head-word
- hierarchical structure
- hyponym
- knowledge
- knowledge base
- leaf
- lexical semantics
- lexicon
- likelihood
- maps
- meaning
- measure
- meronym
- method
- methodology
- morph
- morphological features
- morphological information
- morphological rules
- naive bayes model
- named entity
- named-entity
- nouns
- part of speech
- part-of-speech
- phrase
- predicate-argument
- probabilistic models
- probability
- procedure
- process
- punctuation
- relation
- scalability
- semantic
- semantic information
- sources of information
- sparse data
- spoken input
- statistics
- structural information
- suffix
- suffixes
- symbol
- synsets
- syntactic category
- syntactic relations
- target word
- term
- test data
- test set
- text
- training
- training data
- training example
- training examples
- training instance
- training set
- understanding
- vocabulary
- window size
- word
- word sense
- wordnet
- wordnet synsets
- words