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» Model Combination for Machine Translation
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EMNLP
2008
13 years 11 months ago
Online Large-Margin Training of Syntactic and Structural Translation Features
Minimum-error-rate training (MERT) is a bottleneck for current development in statistical machine translation because it is limited in the number of weights it can reliably optimi...
David Chiang, Yuval Marton, Philip Resnik
MT
2007
100views more  MT 2007»
13 years 9 months ago
Semi-supervised model adaptation for statistical machine translation
Statistical machine translation systems are usually trained on large amounts of bilingual text (used to learn a translation model), and also large amounts of monolingual text in th...
Nicola Ueffing, Gholamreza Haffari, Anoop Sarkar
SIGIR
2010
ACM
14 years 1 months ago
Estimation of statistical translation models based on mutual information for ad hoc information retrieval
As a principled approach to capturing semantic relations of words in information retrieval, statistical translation models have been shown to outperform simple document language m...
Maryam Karimzadehgan, ChengXiang Zhai
COLING
2002
13 years 9 months ago
Machine Translation by Interaction between Paraphraser and Transfer
A machine translation model has been proposed where an input is translated through both source-language and target-language paraphrasing processes. We have implemented our prototy...
Kazuhide Yamamoto
LREC
2008
126views Education» more  LREC 2008»
13 years 11 months ago
Phrase-Based Machine Translation based on Simulated Annealing
In this paper, we propose a new phrase-based translation model based on inter-lingual triggers. The originality of our method is double. First we identify common source phrases. T...
Caroline Lavecchia, David Langlois, Kamel Smaï...