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» Large Language Models in Machine Translation
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NAACL
2007
14 years 11 months ago
Translation Model Pruning via Usage Statistics for Statistical Machine Translation
We describe a new pruning approach to remove phrase pairs from translation models of statistical machine translation systems. The approach applies the original translation system ...
Matthias Eck, Stephan Vogel, Alex Waibel
COLING
1994
14 years 10 months ago
Coping With Ambiguity in a Large-Scale Machine Translation System
In an interlingual knowledge-based machine translation system, ambiguity arises when the source language analyzer produces more than one interlingua expression for a source senten...
Kathryn L. Baker, Alexander Franz, Pamela W. Jorda...
IALP
2010
14 years 4 months ago
Hierarchical Pitman-Yor Language Model for Machine Translation
The hierarchical Pitman-Yor process-based smoothing method applied to language model was proposed by Goldwater and by Teh; the performance of this smoothing method is shown compara...
Tsuyoshi Okita, Andy Way
ACL
2007
14 years 11 months ago
Randomised Language Modelling for Statistical Machine Translation
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
ACL
2006
14 years 11 months ago
Continuous Space Language Models for Statistical Machine Translation
Holger Schwenk, Daniel Dechelotte, Jean-Luc Gauvai...