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» Similarity-based Word Sense Disambiguation
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ACL
1997
13 years 6 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
CORR
1998
Springer
96views Education» more  CORR 1998»
13 years 4 months ago
Similarity-Based Models of Word Cooccurrence Probabilities
Abstract. In many applications of natural language processing (NLP) it is necessary to determine the likelihood of a given word combination. For example, a speech recognizer may ne...
Ido Dagan, Lillian Lee, Fernando C. N. Pereira
ACL
2011
12 years 9 months ago
ParaSense or How to Use Parallel Corpora for Word Sense Disambiguation
Els Lefever, Véronique Hoste, Martine De Co...
ACL
2011
12 years 9 months ago
Local and Global Algorithms for Disambiguation to Wikipedia
Disambiguating concepts and entities in a context sensitive way is a fundamental problem in natural language processing. The comprehensiveness of Wikipedia has made the online enc...
Lev-Arie Ratinov, Dan Roth, Doug Downey, Mike Ande...
COLING
2000
13 years 6 months ago
A Client/Server Architecture for Word Sense Disambiguation
This paper presents a robust client/server implementation of a word sense disambiguator for English. This system associates a word with its meaning in a given context using dictio...
Caroline Brun