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» A Correction Model for Word Alignments
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ACL
2007
13 years 6 months ago
Tailoring Word Alignments to Syntactic Machine Translation
Extracting tree transducer rules for syntactic MT systems can be hindered by word alignment errors that violate syntactic correspondences. We propose a novel model for unsupervise...
John DeNero, Dan Klein
IMCSIT
2010
12 years 11 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
ACL
2004
13 years 6 months ago
Aligning words using matrix factorisation
Aligning words from sentences which are mutual translations is an important problem in different settings, such as bilingual terminology extraction, Machine Translation, or projec...
Cyril Goutte, Kenji Yamada, Éric Gaussier
ACL
2003
13 years 6 months ago
A Probability Model to Improve Word Alignment
Word alignment plays a crucial role in statistical machine translation. Word-aligned corpora have been found to be an excellent source of translation-related knowledge. We present...
Colin Cherry, Dekang Lin
ACL
2010
13 years 3 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