Synchronously Generating Two Languages with Interactive Decoding
2019-11-01IJCNLP 2019Unverified0· sign in to hype
Yining Wang, Jiajun Zhang, Long Zhou, Yuchen Liu, Cheng-qing Zong
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In this paper, we introduce a novel interactive approach to translate a source language into two different languages simultaneously and interactively. Specifically, the generation of one language relies on not only previously generated outputs by itself, but also the outputs predicted in the other language. Experimental results on IWSLT and WMT datasets demonstrate that our method can obtain significant improvements over both conventional Neural Machine Translation (NMT) model and multilingual NMT model.