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ICASSP
2010
IEEE

Rapid integration of Parts of Speech information to improve reordering model for English-Farsi Speech to Speech Translation

13 years 11 months ago
Rapid integration of Parts of Speech information to improve reordering model for English-Farsi Speech to Speech Translation
Integrating Parts of Speech (POS) information to Machine Translation (MT) model usually amounts to significant changes in the MT decoder. We present a method to rapidly integrate POS information without adding complexity to the decoder. We show how we can re-estimate the lexicalized reordering probability estimates with POS tags during the training time without having to use POS tagger at the decoding phase. We present our empirical results for two different MT decoding algorithms that use lexicalized reordering models.
Sameer Maskey, Bowen Zhou
Added 06 Dec 2010
Updated 06 Dec 2010
Type Conference
Year 2010
Where ICASSP
Authors Sameer Maskey, Bowen Zhou
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