ACL RD-TEC 1.0 Summarization of W04-3204
Paper Title:
UNSUPERVISED WSD BASED ON AUTOMATICALLY RETRIEVED EXAMPLES: THE IMPORTANCE OF BIAS
UNSUPERVISED WSD BASED ON AUTOMATICALLY RETRIEVED EXAMPLES: THE IMPORTANCE OF BIAS
Authors: Eneko Agirre and David Martinez
Primarily assigned technology terms:
- active learning
- algorithm
- automatic ranking
- bootstrapping
- classifier
- classifiers
- cross-validation
- disambiguation
- feature selection
- iterative process
- knowledge acquisition
- learning
- learning method
- learning methods
- learning system
- machine learning
- machine learning methods
- pos tagging
- ranking
- search
- search engine
- sense disambiguation
- smoothing
- smoothing method
- supervised system
- tagging
- topic signature acquisition
- unsupervised approach
- unsupervised method
- unsupervised wsd
- word sense disambiguation
Other assigned terms:
- acquired sense rank
- adjective
- ambiguous words
- approach
- bias
- case
- characters
- corpora
- distribution
- evaluation measure
- experimental setting
- fact
- feature
- feature type
- genre
- hand-tagged corpora
- heuristic
- heuristics
- hyponyms
- implementation
- knowledge
- knowledge acquisition bottleneck
- lemma
- log-likelihood
- mapping
- meaning
- measure
- measures
- method
- mous corpus
- nouns
- part-of-speech
- portability
- precision
- process
- search term
- semcor
- semcor data
- sense inventory
- sense-tagged corpora
- sentence
- sentences
- similarity measures
- synonym
- tagged corpus
- tags
- target word
- technique
- term
- test data
- test set
- testing corpora
- thesaurus
- topic signature
- training
- training data
- training examples
- verb
- web corpus
- word
- word sense
- word senses
- word window
- wordnet
- words
