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13

EMNLP
2010

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Combining Unsupervised and Supervised Alignments for MT: An Empirical Study

13 years 2 months ago

Word alignment plays a central role in statistical MT (SMT) since almost all SMT systems extract translation rules from word aligned parallel training data. While most SMT systems...

Jinxi Xu, Antti-Veikko I. Rosti

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18

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ACL
2010

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A Joint Rule Selection Model for Hierarchical Phrase-Based Translation

13 years 2 months ago

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In hierarchical phrase-based SMT systems, statistical models are integrated to guide the hierarchical rule selection for better translation performance. Previous work mainly focus...

Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, Tiejun ...

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14

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EMNLP
2007

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Improving Statistical Machine Translation Using Word Sense Disambiguation

13 years 6 months ago

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We show for the ﬁrst time that incorporating the predictions of a word sense disambiguation system within a typical phrase-based statistical machine translation (SMT) model cons...

Marine Carpuat, Dekai Wu

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15

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ACL
2008

175views Computational Linguistics» more ACL 2008»

Applying Morphology Generation Models to Machine Translation

13 years 6 months ago

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We improve the quality of statistical machine translation (SMT) by applying models that predict word forms from their stems using extensive morphological and syntactic information...

Kristina Toutanova, Hisami Suzuki, Achim Ruopp

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