Title
A geometric view on bilingual lexicon extraction from comparable corpora
Abstract
We present a geometric view on bilingual lexicon extraction from comparable corpora, which allows to re-interpret the methods proposed so far and identify unresolved problems. This motivates three new methods that aim at solving these problems. Empirical evaluation shows the strengths and weaknesses of these methods, as well as a significant gain in the accuracy of extracted lexicons.
Year
DOI
Venue
2004
10.3115/1218955.1219022
ACL
Keywords
Field
DocType
comparable corpus,unresolved problem,significant gain,geometric view,bilingual lexicon extraction,new method,empirical evaluation,latent semantic analysis,natural language processing
Bilingual lexicon,Computer science,Speech recognition,Artificial intelligence,Natural language processing,Strengths and weaknesses
Conference
Volume
Citations 
PageRank 
P04-1
41
2.07
References 
Authors
12
5
Name
Order
Citations
PageRank
Éric Gaussier147162.66
Jean Michel Renders287470.31
Irina Matveeva325822.31
Cyril Goutte4118986.72
Hervé Déjean537748.52