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» Automatic Word Sense Discrimination
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NAACL
2007
13 years 7 months ago
Using Wikipedia for Automatic Word Sense Disambiguation
This paper describes a method for generating sense-tagged data using Wikipedia as a source of sense annotations. Through word sense disambiguation experiments, we show that the Wi...
Rada Mihalcea
IHI
2010
144views Healthcare» more  IHI 2010»
13 years 17 days ago
The effect of different context representations on word sense discrimination in biomedical texts
Unsupervised word sense discrimination relies on the idea that words that occur in similar contexts will have similar meanings. These techniques cluster multiple contexts in which...
Ted Pedersen
NAACL
2003
13 years 7 months ago
Discriminating Among Word Senses Using McQuitty's Similarity Analysis
This paper presents an unsupervised method for discriminating among the senses of a given target word based on the context in which it occurs. Instances of a word that occur in si...
Amruta Purandare
JCDL
2010
ACM
119views Education» more  JCDL 2010»
13 years 10 months ago
Using word sense discrimination on historic document collections
Nina Tahmasebi, Kai Niklas, Thomas Theuerkauf, Tho...
AAAI
2004
13 years 7 months ago
Discriminating Among Word Meanings by Identifying Similar Contexts
Word sense discrimination is an unsupervised clustering problem, which seeks to discover which instances of a word/s are used in the same meaning. This is done strictly based on i...
Amruta Purandare, Ted Pedersen