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EMNLP
2011
14 years 5 months ago
Better Evaluation Metrics Lead to Better Machine Translation
Chang Liu, Daniel Dahlmeier, Hwee Tou Ng
ACL
2004
15 years 7 months ago
Collocation Translation Acquisition Using Monolingual Corpora
Collocation translation is important for machine translation and many other NLP tasks. Unlike previous methods using bilingual parallel corpora, this paper presents a new method f...
Yajuan Lü, Ming Zhou
ACL
2006
15 years 7 months ago
A Discriminative Global Training Algorithm for Statistical MT
This paper presents a novel training algorithm for a linearly-scored block sequence translation model. The key component is a new procedure to directly optimize the global scoring...
Christoph Tillmann, Tong Zhang
NIPS
2007
15 years 7 months ago
Expectation Maximization and Posterior Constraints
The expectation maximization (EM) algorithm is a widely used maximum likelihood estimation procedure for statistical models when the values of some of the variables in the model a...
João Graça, Kuzman Ganchev, Ben Task...
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AMTA
2004
Springer
15 years 11 months ago
Weather Report Translation Using a Translation Memory
We describe the use of a translation memory in the context of a reconstruction of a landmark application of machine translation, the Canadian English to French weather report trans...
Thomas Leplus, Philippe Langlais, Guy Lapalme