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» Improving IBM Word Alignment Model 1
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IMCSIT
2010
14 years 6 months ago
SyMGiza++: A Tool for Parallel Computation of Symmetrized Word Alignment Models
SyMGiza++ -- a tool that computes symmetric word alignment models with the capability to take advantage of multi-processor systems -- is presented. A series of fairly simple modifi...
Marcin Junczys-Dowmunt, Arkadiusz Szal
EMNLP
2009
14 years 9 months ago
Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models
In this work, we propose two extensions of standard word lexicons in statistical machine translation: A discriminative word lexicon that uses sentence-level source information to ...
Arne Mauser, Sasa Hasan, Hermann Ney
ACL
2006
15 years 1 months ago
Improved Discriminative Bilingual Word Alignment
For many years, statistical machine translation relied on generative models to provide bilingual word alignments. In 2005, several independent efforts showed that discriminative m...
Robert C. Moore, Wen-tau Yih, Andreas Bode
ICASSP
2011
IEEE
14 years 3 months ago
The IBM 2009 GALE Arabic speech transcription system
We describe the Arabic broadcast transcription system elded by IBM in the GALE Phase 4 machine translation evaluation. Key advances over our Phase 3.5 system include improvements ...
Brian Kingsbury, Hagen Soltau, George Saon, Stephe...
ACL
2010
14 years 9 months ago
Word Alignment with Synonym Regularization
We present a novel framework for word alignment that incorporates synonym knowledge collected from monolingual linguistic resources in a bilingual probabilistic model. Synonym inf...
Hiroyuki Shindo, Akinori Fujino, Masaaki Nagata