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Improving the Minimum Bayes’ Risk Combination of Machine Translation Systems
Oleh:
Gonzalez-Rubio, Jesus
;
Casacuberta, Francisco
Jenis:
Article from Proceeding
Dalam koleksi:
Proceedings of the 10th International Workshop on Spoken Language Translation (IWSLT 2013), Heidelberg, Germany: Dec. 5-6, 2013
Fulltext:
Improving the Minimum Bayes.pdf
(11.79MB)
Isi artikel
We investigate the problem of combining the outputs of different translation systems into a minimum Bayes’ risk consensus translation. We explore different risk formulations based on the BLEU score, and provide a dynamic programming decoding algorithm for each of them. In our experiments, these algorithms generated consensus translations with better risk, and more efficiently, than previous proposals.
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