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"Statistical Phrase-based Post-editing"^^ .
"We propose to use a statistical phrase-based machine translation system in a post-editing task: the system takes as input raw machine translation output (from a commercial rule-based MT system), and produces post-edited target-language text. We report on experiments that were performed on data collected in precisely such a setting: pairs of raw MT output and their manually post-edited versions. In our evaluation, the output of our automatic post-editing (APE) system is not only better quality than the rule-based MT (both in terms of the BLEU and TER metrics), it is also better than the output of a state-of-the-art phrase-based MT system used in standalone translation mode. These results indicate that automatic post-editing constitutes a simple and efficient way of combining rule-based and statistical MT technologies.\n"^^ .
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"Pierre"^^ .
"Isabelle"^^ .
"Pierre Isabelle"^^ .
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"Michel"^^ .
"Simard"^^ .
"Michel Simard"^^ .
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"Cyril"^^ .
"Goutte"^^ .
"Cyril Goutte"^^ .
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"Statistical Phrase-based Post-editing (PDF)"^^ .
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"simard07statistical.pdf"^^ .
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"N07-1064.pdf"^^ .
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"Statistical Phrase-based Post-editing (Image (PNG))"^^ .
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"preview.png"^^ .
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"Statistical Phrase-based Post-editing (Indexer Terms)"^^ .
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"indexcodes.txt"^^ .
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"HTML Summary of #5627 \n\nStatistical Phrase-based Post-editing\n\n" .
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"Computational Linguistics" .
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"Machine Learning" .
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"Artificial Intelligence" .
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