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COLING
2008
15 years 3 months ago
Measuring Topic Homogeneity and its Application to Dictionary-Based Word Sense Disambiguation
The use of topical features is abundant in Natural Language Processing (NLP), a major example being in dictionary-based Word Sense Disambiguation (WSD). Yet previous research does...
Ann Gledson, John Keane
ACL
1997
15 years 3 months ago
Using Syntactic Dependency as Local Context to Resolve Word Sense Ambiguity
Most previous corpus-based algorithms disambiguate a word with a classifier trained from previous usages of the same word. Separate classifiers have to be trained for different wo...
Dekang Lin
LREC
2010
202views Education» more  LREC 2010»
15 years 3 months ago
Can Syntactic and Logical Graphs help Word Sense Disambiguation?
This paper presents a word sense disambiguation (WSD) approach based on syntactic and logical representations. The objective here is to run a number of experiments to compare stan...
Amal Zouaq, Michel Gagnon, Benoît Ozell
107
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NAACL
1994
15 years 3 months ago
A New Approach to Word Sense Disambiguation
This paper presents and evaluates models created according to a schema that provides a description of the joint distribution of the values of sense tags and contextual features th...
Rebecca F. Bruce, Janyce Wiebe
ACL
1997
15 years 3 months ago
Similarity-Based Methods for Word Sense Disambiguation
We compare four similarity-based estimation methods against back-off and maximum-likelihood estimation methods on a pseudo-word sense disambiguation task in which we controlled f...
Ido Dagan, Lillian Lee, Fernando C. N. Pereira