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» Joint Morphological-Lexical Language Modeling for Machine Tr...

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ICASSP
2009
IEEE

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Resampling auxiliary data for language model adaptation in machine translation for speech

14 years 3 months ago

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Performance of n-gram language models depends to a large extent on the amount of training text material available for building the models and the degree to which this text matches...

Sameer Maskey, Abhinav Sethy

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ACL
2007

130views Computational Linguistics» more ACL 2007»

Randomised Language Modelling for Statistical Machine Translation

13 years 10 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
2012

197views Computational Linguistics» more ACL 2012»

Machine Translation without Words through Substring Alignment

11 years 11 months ago

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In this paper, we demonstrate that accurate machine translation is possible without the concept of “words,” treating MT as a problem of transformation between character string...

Graham Neubig, Taro Watanabe, Shinsuke Mori, Tatsu...

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ACL
2006

116views Computational Linguistics» more ACL 2006»

Continuous Space Language Models for Statistical Machine Translation

13 years 10 months ago

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

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