60 citations · 88 across the 4 of their papers we have counts for
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cs.CL2016★ 2 cited
Exploiting Unlabeled Data for Neural Grammatical Error Detection
Zhuoran Liu, Yang Liu
Identifying and correcting grammatical errors in the text written by non-native writers has received increasing attention in recent years. Although a number of annotated corpora ha…
cs.CL2016★ 60 cited
Neural Machine Translation with Reconstruction
Zhaopeng Tu, Yang Liu, Lifeng Shang +2
Although end-to-end Neural Machine Translation (NMT) has achieved remarkable progress in the past two years, it suffers from a major drawback: translations generated by NMT systems…
cs.CL2016★ 15 cited
Context Gates for Neural Machine Translation
Zhaopeng Tu, Yang Liu, Zhengdong Lu +2
In neural machine translation (NMT), generation of a target word depends on both source and target contexts. We find that source contexts have a direct impact on the adequacy of a…