ACL RD-TEC 1.0 Summarization of W05-0406
Paper Title:
IDENTIFYING NON-REFERENTIAL IT: A MACHINE LEARNING APPROACH INCORPORATING LINGUISTICALLY MOTIVATED PATTERNS
IDENTIFYING NON-REFERENTIAL IT: A MACHINE LEARNING APPROACH INCORPORATING LINGUISTICALLY MOTIVATED PATTERNS
Authors: Adriane Boyd and Whitney Gegg-Harrison and Donna Byron
Primarily assigned technology terms:
- algorithm
- automatic classification
- binary classification
- chunking
- classification
- classification system
- classifier
- computational linguistics
- cutoff
- decision tree
- decision tree algorithm
- feature engineering
- k-nearest neighbor
- learner
- learning
- learning algorithm
- learning approach
- learning method
- learning methods
- learning system
- machine learning
- machine learning algorithm
- machine learning approach
- machine learning methods
- matching
- memory-based learner
- memory-based learning
- memory-based learning algorithm
- memory-based learning method
- nlp
- parser
- parsing
- part-of-speech tagger
- pattern matching
- pattern-matching
- pronoun resolution
- pronoun resolution system
- reference resolution
- rule-based method
- rule-based system
- search
- tagger
- tagging
- tree algorithm
- weighting
Other assigned terms:
- adjective
- adjective phrase
- adverb
- adverb phrase
- ambiguity
- annotation
- annotation scheme
- approach
- association for computational linguistics
- binary feature
- bnc sampler corpus
- break
- classification task
- cognitive
- corpora
- demonstrative pronoun
- distance metric
- distribution
- english language
- feature
- feature set
- function words
- grammar
- grammaticality
- idiom
- interpretation
- knowledge
- lancaster-oslo\/bergen corpus
- lemma
- lexical information
- lexical items
- linguistic
- linguistics
- linguistics literature
- meaning
- method
- names
- natural language
- noun phrase
- noun phrases
- nouns
- part-of-speech
- part-of-speech tags
- phrase
- precision
- predicates
- preposition
- prepositional phrase
- prepositions
- pronoun
- pronouns
- punctuation
- relative clause
- relative clauses
- relative pronoun
- semantic
- semantic interpretation
- sentence
- sentence level
- sentences
- sparse data
- subject position
- subordinate clause
- tagging accuracy
- tags
- tagset
- term
- test data
- testing data
- text
- text type
- tokens
- training
- training and testing data
- training data
- training set
- tree
- utterance
- verb
- word
- word lists
- word order
- wordnet
- words
- written texts
