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» Model Combination for Machine Translation

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ACL
2007

130views Computational Linguistics» more ACL 2007»

Randomised Language Modelling for Statistical Machine Translation

13 years 11 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

180views Computational Linguistics» more ACL 2012»

Improving the IBM Alignment Models Using Variational Bayes

12 years 9 days ago

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Bayesian approaches have been shown to reduce the amount of overﬁtting that occurs when running the EM algorithm, by placing prior probabilities on the model parameters. We appl...

Darcey Riley, Daniel Gildea

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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 4 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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ICGI
2004
Springer

149views Natural Language Processing» more ICGI 2004»

Learning Finite-State Models for Machine Translation

14 years 3 months ago

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Enrique Vidal, Francisco Casacuberta

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