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LREC
2008
135views Education» more  LREC 2008»
14 years 11 months ago
Communicating Unknown Words in Machine Translation
A new approach to handle unknown words in machine translation is presented. The basic idea is to find definitions for the unknown words on the source language side and translate t...
Matthias Eck, Stephan Vogel, Alex Waibel
79
Voted
EMNLP
2007
14 years 11 months ago
Improving Statistical Machine Translation Using Word Sense Disambiguation
We show for the first time that incorporating the predictions of a word sense disambiguation system within a typical phrase-based statistical machine translation (SMT) model cons...
Marine Carpuat, Dekai Wu
ACL
2012
13 years 2 days ago
Improving the IBM Alignment Models Using Variational Bayes
Bayesian approaches have been shown to reduce the amount of overfitting that occurs when running the EM algorithm, by placing prior probabilities on the model parameters. We appl...
Darcey Riley, Daniel Gildea
IUI
2010
ACM
15 years 6 months ago
Interactive machine translation using a web-based architecture
In this paper we present a new way of translating documents by using a Web-based system. An interactive approach is proposed as an alternative to post-editing the output of a mach...
Daniel Ortiz-Martínez, Luis A. Leiva, Vicen...
ICMLC
2010
Springer
14 years 8 months ago
Approaches to improving corpus quality for statistical machine translation
: The performance of a statistical machine translation (SMT) system heavily depends on the quantity and quality of the bilingual language resource. However, the pervious work mainl...
Peng Liu, Yu Zhou, Chengqing Zong