221 search results - page 1 / 45 » Automatically Discovering Word Senses |
NAACL
2003
13 years 5 months ago
2003
We will demonstrate the output of a distributional clustering algorithm called Clustering by Committee that automatically discovers
SEMCO
2007
IEEE
13 years 10 months ago
2007
IEEE
This paper presents a new clustering algorithm called DSCBC which is designed to automatically discover word senses for polysemous words. DSCBC is an extension of CBC Clustering [...
ICDM
2008
IEEE
13 years 10 months ago
2008
IEEE
Word meaning disambiguation has always been an important problem in many computer science tasks, such as information retrieval and extraction. One of the problems, faced in automa...
ACL
2004
13 years 5 months ago
2004
In word sense disambiguation (WSD), the heuristic of choosing the most common sense is extremely powerful because the distribution of the senses of a word is often skewed. The pro...
COLING
2008
13 years 5 months ago
2008
In this paper, an extension of a dimensionality reduction algorithm called NONNEGATIVE MATRIX FACTORIZATION is presented that combines both `bag of words' data and syntactic ...