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» Similarity-based Word Sense Disambiguation
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ACL
1997
13 years 8 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 7 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 11 months ago
ParaSense or How to Use Parallel Corpora for Word Sense Disambiguation
Els Lefever, Véronique Hoste, Martine De Co...
ACL
2011
12 years 11 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 8 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