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» On the Use of Comparable Corpora to Improve SMT performance
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NAACL
2010
13 years 5 months ago
Stream-based Translation Models for Statistical Machine Translation
Typical statistical machine translation systems are trained with static parallel corpora. Here we account for scenarios with a continuous incoming stream of parallel training data...
Abby Levenberg, Chris Callison-Burch, Miles Osborn...
LREC
2010
122views Education» more  LREC 2010»
13 years 9 months ago
Using Linear Interpolation and Weighted Reordering Hypotheses in the Moses System
This paper proposes to introduce a novel reordering model in the open-source Moses toolkit. The main idea is to provide weighted reordering hypotheses to the SMT decoder. These hy...
Marta R. Costa-Jussà, José A. R. Fon...
ACL
2006
13 years 9 months ago
Word Alignment for Languages with Scarce Resources Using Bilingual Corpora of Other Language Pairs
This paper proposes an approach to improve word alignment for languages with scarce resources using bilingual corpora of other language pairs. To perform word alignment between la...
Haifeng Wang, Hua Wu, Zhan-yi Liu
ASPLOS
2010
ACM
14 years 1 months ago
Probabilistic job symbiosis modeling for SMT processor scheduling
Symbiotic job scheduling boosts simultaneous multithreading (SMT) processor performance by co-scheduling jobs that have ‘compatible’ demands on the processor’s shared resour...
Stijn Eyerman, Lieven Eeckhout
COLING
2010
13 years 2 months ago
An Empirical Study of Translation Rule Extraction with Multiple Parsers
Translation rule extraction is an important issue in syntax-based Statistical Machine Translation (SMT). Recent studies show that rule coverage is one of the key factors affecting...
Tong Xiao, Jingbo Zhu, Hao Zhang, Muhua Zhu