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» Statistical Machine Translation with Local Language Models

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ACL
2012

194views Computational Linguistics» more ACL 2012»

Fast and Scalable Decoding with Language Model Look-Ahead for Phrase-based Statistical Machine Translation

11 years 7 months ago

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In this work we present two extensions to the well-known dynamic programming beam search in phrase-based statistical machine translation (SMT), aiming at increased efﬁciency of ...

Joern Wuebker, Hermann Ney, Richard Zens

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EMNLP
2009

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Sinuhe - Statistical Machine Translation using a Globally Trained Conditional Exponential Family Translation Model

13 years 2 months ago

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We present a new phrase-based conditional exponential family translation model for statistical machine translation. The model operates on a feature representation in which sentenc...

Matti Kääriäinen

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ACL
2007

130views Computational Linguistics» more ACL 2007»

Randomised Language Modelling for Statistical Machine Translation

13 years 6 months ago

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A Bloom ﬁlter (BF) is a randomised data structure for set membership queries. Its space requirements are signiﬁcantly below lossless information-theoretic lower bounds but it ...

David Talbot, Miles Osborne

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ACL
2006

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Continuous Space Language Models for Statistical Machine Translation

13 years 6 months ago

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Holger Schwenk, Daniel Dechelotte, Jean-Luc Gauvai...

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