: Vocabulario de PLN: phrase-based machine translation

applied NLP > machine translation > data-driven machine translation > statistical machine translation > phrase-based machine translation

phrase-based machine translation

Type of statistical machine translation that breaks down the source sentence into smaller units called phrases, which are then translated into the target language.

However when the training data is limited (i.e. EN-LV) the PBMT performs better than the NMT. (Specia, Harris, Blain, Burchardt, Macketanz, Skadin, Negri & Turchi, 2017)
The PBMT system was trained on all of the selected parallel training data. (Specia, Harris, Blain, Burchardt, Macketanz, Skadin, Negri & Turchi, 2017)
Then a phrase-based machine translation (PBMT) model is trained for formal-to-informal transfer using the parallel corpus D p whose language model is trained on the sentences in the corresponding domain of the Yahoo Answers L6 Corpus. (Wang, Wu, Mou, Li & Chao, 2020)

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