Bootstrapping a hybrid deep MT system

João Silva, João Alexandre Rodrigues, Luis Barata Gomes, António Branco · 2015

We present a Portuguese↔English hybrid deep MT system based on an analysistransfer-synthesis architecture, with transfer being done at the level of deep syntax, a level that already includes a great deal of semantic information.The system received a few months of development, but its performance is already similar to that of baseline phrase-based MT, when evaluated using BLEU, and surpasses the baseline under human qualitative assessment.

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