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» A Comparison of Alignment Models for Statistical Machine Tra...

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EMNLP
2008

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Indirect-HMM-based Hypothesis Alignment for Combining Outputs from Machine Translation Systems

13 years 9 months ago

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This paper presents a new hypothesis alignment method for combining outputs of multiple machine translation (MT) systems. An indirect hidden Markov model (IHMM) is proposed to add...

Xiaodong He, Mei Yang, Jianfeng Gao, Patrick Nguye...

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ACL
2007

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Randomised Language Modelling for Statistical Machine Translation

13 years 9 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
2004

132views Computational Linguistics» more ACL 2004»

Aligning words using matrix factorisation

13 years 9 months ago

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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

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ACL
2006

116views Computational Linguistics» more ACL 2006»

Continuous Space Language Models for Statistical Machine Translation

13 years 9 months ago

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

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