66 search results - page 4 / 14 » Word sense disambiguation for arabic text categorization |
COLING
1990
13 years 7 months ago
1990
In this paper, we describe a means for automatically building very large neural networks (VLNNs) from definition texts in machine-readable dictionaries, and demonstrate the use of...
NLDB
2004
Springer
13 years 11 months ago
2004
Springer
In this paper we explore the potential of concept indexing with WordNet synsets for Text Categorization, in comparison with the traditional bag of words text representation model. ...
EACL
2006
ACL Anthology
13 years 7 months ago
2006
ACL Anthology
The degree of dominance of a sense of a word is the proportion of occurrences of that sense in text. We propose four new methods to accurately determine word sense dominance using...
CORR
2008
Springer
13 years 5 months ago
2008
Springer
Abstract. A large class of unsupervised algorithms for Word Sense Disambiguation (WSD) is that of dictionary-based methods. Various algorithms have as the root Lesk's algorith...
AAAI
1998
13 years 7 months ago
1998
We present a corpus{based approach to word{sense disambiguation that only requires information that can be automatically extracted from untagged text. We use unsupervised techniqu...