Z
Zhaopeng Tu
Researcher at Tencent
Publications - 178
Citations - 5720
Zhaopeng Tu is an academic researcher from Tencent. The author has contributed to research in topics: Machine translation & Encoder. The author has an hindex of 32, co-authored 178 publications receiving 4637 citations. Previous affiliations of Zhaopeng Tu include Huawei & The Chinese University of Hong Kong.
Papers
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Proceedings ArticleDOI
Modeling Coverage for Neural Machine Translation
TL;DR: This paper propose a coverage vector to keep track of the attention history and feed it to the attention model to adjust future attention, which enables NMT system to consider more about untranslated source words.
Proceedings ArticleDOI
On the localness of software
TL;DR: A novel cache language model that consists of both an n-gram and an added “ cache" component to exploit localness, which finds that human-written programs are localized: they have useful local regularities that can be captured and exploited.
Posted Content
Modeling Coverage for Neural Machine Translation
TL;DR: The authors propose a coverage vector to keep track of the attention history and feed it to the attention model to adjust future attention, which enables NMT system to consider more about untranslated source words.
Proceedings ArticleDOI
Modeling Localness for Self-Attention Networks
TL;DR: This work cast localness modeling as a learnable Gaussian bias, which indicates the central and scope of the local region to be paid more attention in self-attention networks, to maintain the strength of capturing long distance dependencies while enhance the ability of capturing short-range dependencies.
Proceedings ArticleDOI
On the "naturalness" of buggy code
Baishakhi Ray,Vincent J. Hellendoorn,Saheel Godhane,Zhaopeng Tu,Alberto Bacchelli,Premkumar Devanbu +5 more
TL;DR: In this article, a large corpus of bug fix commits (ca. 7,139) from 10 different Java projects, and focus on its language statistics, evaluating the naturalness of buggy code and the corresponding fixes.