ACL RD-TEC 1.0 Summarization of W03-1023
Paper Title:
USING THE WEB IN MACHINE LEARNING FOR OTHER-ANAPHORA RESOLUTION
USING THE WEB IN MACHINE LEARNING FOR OTHER-ANAPHORA RESOLUTION
Authors: Natalia N. Modjeska and Katja Markert and Malvina Nissim
Primarily assigned technology terms:
- algorithm
- anaphora resolution
- approximation
- bayes classifier
- classification
- classifier
- classifiers
- competition learning
- coreference resolution
- cross-validation
- data collection
- decision tree
- decision tree classifier
- disambiguation
- frequency estimation
- google api
- google api technology
- google search engine
- incremental processing
- instantiation
- learning
- learning approach
- learning framework
- machine learning
- machine learning approach
- machine translation
- naive bayes
- naive bayes classifier
- ne classification
- ne recognition
- neural networks
- nlp
- optimization
- parsing
- processing
- recognition
- reference resolution
- scoring
- scoring method
- search
- search engine
- search method
- sense disambiguation
- smoothing
- string comparison
- support vector machines
- tagging
- tree classifier
- weka
- word sense disambiguation
Other assigned terms:
- 10-fold cross-validation
- ambiguity
- anaphor
- anaphora
- anaphors
- annotation
- approach
- bigram
- british english
- british national corpus
- case
- causality
- community
- compounds
- corpora
- data set
- data sparseness
- data sparseness problem
- discourse
- discourse connective
- estimation
- evaluation metrics
- external knowledge
- fact
- feature
- feature set
- feature value
- head noun
- heuristics
- hypernym
- hypernymy
- hyponym
- implementation
- knowledge
- lexical information
- lexical knowledge
- lexical relations
- long-distance dependencies
- measures
- method
- metonymy
- modifier
- named entity
- names
- nlp community
- nouns
- ontology
- parallelism
- parse
- penn treebank
- penn treebank annotation
- phrase
- precision
- procedure
- process
- pronoun
- pronouns
- proper name
- proper names
- queries
- query
- relation
- search space
- semantic
- semantic class
- semantic classes
- semantic features
- semantic information
- semantic knowledge
- semantic relation
- sense ambiguity
- sentences
- sparseness problem
- support vector
- synonyms
- syntactic constraints
- syntactic parallelism
- tags
- technology
- term
- terms
- training
- training data
- training instance
- tree
- treebank
- treebank annotation
- trees
- wall street journal corpus
- web pages
- web query
- word
- word sense
- word sense ambiguity
- word-net
- wordnet
- wordnet hierarchy
- words
