<> "The repository administrator has not yet configured an RDF license."^^ . <> . . "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"^^ . "2007" . . . . . . . . . . . . . . "Pierre"^^ . "Isabelle"^^ . "Pierre Isabelle"^^ . . "Michel"^^ . "Simard"^^ . "Michel Simard"^^ . . "Cyril"^^ . "Goutte"^^ . "Cyril Goutte"^^ . . . . . . "Statistical Phrase-based Post-editing (PDF)"^^ . . . . . . . . . "simard07statistical.pdf"^^ . . . "N07-1064.pdf"^^ . . . "Statistical Phrase-based Post-editing (Image (PNG))"^^ . . . . . . "preview.png"^^ . . . "Statistical Phrase-based Post-editing (Indexer Terms)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #5627 \n\nStatistical Phrase-based Post-editing\n\n" . "text/html" . . . "Computational Linguistics" . . . "Machine Learning" . . . "Artificial Intelligence" . .