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» Statistical Phrase-Based Translation
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COLING
1992
15 years 4 months ago
Translation Ambiguity Resolution Based On Text Corpora Of Source And Target Languages
We propose a new method to resolve ambiguity in translation and meaning interpretation using linguistic statistics extracted from dual corpora of sourcu aud target languages in ad...
Shinichi Doi, Kazunori Muraki
112
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ACL
2010
15 years 1 months ago
Training Phrase Translation Models with Leaving-One-Out
Several attempts have been made to learn phrase translation probabilities for phrasebased statistical machine translation that go beyond pure counting of phrases in word-aligned t...
Joern Wuebker, Arne Mauser, Hermann Ney
157
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EMNLP
2011
14 years 3 months ago
Training a Parser for Machine Translation Reordering
We propose a simple training regime that can improve the extrinsic performance of a parser, given only a corpus of sentences and a way to automatically evaluate the extrinsic qual...
Jason Katz-Brown, Slav Petrov, Ryan T. McDonald, F...
121
Voted
LREC
2008
109views Education» more  LREC 2008»
15 years 5 months ago
Creating Sentence-Aligned Parallel Text Corpora from a Large Archive of Potential Parallel Text using BITS and Champollion
Parallel text is one of the most valuable resources for development of statistical machine translation systems and other NLP applications. The Linguistic Data Consortium (LDC) has...
Kazuaki Maeda, Xiaoyi Ma, Stephanie Strassel
106
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COLING
2010
14 years 10 months ago
Unsupervised cleansing of noisy text
In this paper we look at the problem of cleansing noisy text using a statistical machine translation model. Noisy text is produced in informal communications such as Short Message...
Danish Contractor, Tanveer A. Faruquie, L. Venkata...