120 search results - page 7 / 24 » Weighted Alignment Matrices for Statistical Machine Translat... |
CSL
2011
Springer
13 years 3 months ago
2011
Springer
In this paper we address the problem of translating between languages with word order disparity. The idea of augmenting statistical machine translation (SMT) by using a syntax-bas...
EMNLP
2008
13 years 10 months ago
2008
Minimum Error Rate Training (MERT) is an effective means to estimate the feature function weights of a linear model such that an automated evaluation criterion for measuring syste...
IMCSIT
2010
13 years 6 months ago
2010
Abstract--We present a method for improving existing statistical machine translation methods using an knowledge-base compiled from a bilingual corpus as well as sequence alignment ...
EMNLP
2004
13 years 10 months ago
2004
This paper proposes a novel method to compile statistical models for machine translation to achieve efficient decoding. In our method, each statistical submodel is represented by ...
ACL
2012
11 years 11 months ago
2012
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...