Zhaopeng Tu

Senior Researcher
Tencent AI Lab
tuzhaopeng@gmail.com
 

Publications

2018

• Yong Cheng, Zhaopeng Tu, Fandong Meng, Junjie Zhai, and Yang Liu. Towards Robust Neural Machine Translation. to appear in ACL 2018.
• Fandong Meng, Zhaopeng Tu, Yong Cheng, Haiyang Wu, Junjie Zhai, Yuekui Yang, and Di Wang. Neural Machine Translation with Key-Value Memory-Augmented Attention. to appear in IJCAI 2018.
• Xintong Li, Lemao Liu, Zhaopeng Tu, Shuming Shi, and Max Meng. Target Foresight Based Attention for Neural Machine Translation. to appear in NAACL 2018.
• Zhaopeng Tu, Yang Liu, Shuming Shi, and Tong Zhang. Learning to Remember Translation History with a Continuous Cache. TACL.
• Zaixiang Zheng, Hao Zhou, Shujian Huang, Lili Mou, Xinyu Dai, Jiajun Chen, and Zhaopeng Tu. Modeling Past and Future for Neural Machine Translation. TACL.
• Longyue Wang, Zhaopeng Tu, Shuming Shi, Tong Zhang, Yvette Graham, and Qun Liu. Translating Pro-Drop Languages with Reconstruction Models. AAAI 2018.

2017

• Xing Wang, Zhaopeng Tu, Deyi Xiong, and Min Zhang. Translating Phrases in Neural Machine Translation. EMNLP 2017.
• Longyue Wang, Zhaopeng Tu, Andy Way, and Qun Liu. Exploiting Cross-Sentence Context for Neural Machine Translation. EMNLP 2017.
• Junhui Li, Deyi Xiong, Zhaopeng Tu, Muhua Zhu, and Guodong Zhou. Modeling Source Syntax for Neural Machine Translation. ACL 2017.
• Hao Zhou, Zhaopeng Tu, Shujian Huang, Xiaohua Liu, Hang Li, and Jiajun Chen. Chunk-Based Bi-Scale Decoder for Neural Machine Translation. ACL 2017.
• Zhaopeng Tu, Yang Liu, Lifeng Shang, Xiaohua Liu, and Hang Li. Neural Machine Translation with Reconstruction. AAAI 2017. [code]
• Xing Wang, Zhengdong Lu, Zhaopeng Tu, Hang Li, Deyi Xiong, and Min Zhang. Neural Machine Translation Advised by Statistical Machine Translation. AAAI 2017.
• Zhaopeng Tu, Yang Liu, Zhengdong Lu, Xiaohua Liu, and Hang Li. Context Gates for Neural Machine Translation. TACL. [code]

2016

• Zhaopeng Tu, Zhengdong Lu, Yang Liu, Xiaohua Liu, and Hang Li. Modeling Coverage for Neural Machine Translation. ACL 2016. [code]
• Longyue Wang, Zhaopeng Tu, Xiaojun Zhang, Siyou Liu, Hang Li, Andy Way, and Qun Liu. A Novel and Robust Approach for Pro-Drop Language Translation. Journal of Machine Translation, 2016.
• Longyue Wang, Zhaopeng Tu, Xiaojun Zhang, Hang Li, Andy Way, and Qun Liu. A Novel Approach for Dropped Pronoun Translation. NAACL 2016.
• Longyue Wang, Xiaojun Zhang, Zhaopeng Tu, Hang Li, and Qun Liu. Dropped Pronoun Generation for Dialogue Machine Translation. ICASSP 2016.
• Baishakhi Ray, Vincent Hellendoorn, Saheel Godhane, Zhaopeng Tu, Alberto Bacchelli, and Premkumar Devanbu. On the "Naturalness" of Buggy Code. ICSE 2016.
• Anh Nguyen, Zhaopeng Tu, and Tien Nguyen. Do Contexts Help in Phrase-based, Statistical Source Code Migration? ICSME 2016.
• Longyue Wang, Xiaojun Zhang, Zhaopeng Tu, Andy Way, and Qun Liu. The Automatic Construction of Discourse Corpus for Dialogue Translation. LREC 2016.

2015

• Zhaopeng Tu, Baotian Hu, Zhengdong Lu, and Hang Li. Context-Dependent Translation Selection Using Convolutional Neural Network. arXiv 2015. (Short version is accepted by ACL 2015)
• Christine Franks, Zhaopeng Tu, Prem Devanbu, and Vincent Hellendoorn. CACHECA: A Cache Language Model Based Code Suggestion Tool. ICSE 2015 - Demonstration Track. (Demo of the "localness" work)
• Fandong Meng, Zhengdong Lu, Zhaopeng Tu, Hang Li, and Qun Liu. A Deep Memory-based Architecture for Sequence-to-Sequence Learning. arXiv 2015.

2014

• Zhaopeng Tu, Zhendong Su, and Prem Devanbu. On the Localness of Software. FSE 2014. [code] [data]

2010 ~ 2013

• Qun Liu, Zhaopeng Tu, and Shouxun Lin. A Novel Graph-based Compact Representation of Word Alignment. ACL 2013.
• Zhaopeng Tu, Yifan He, Jennifer Foster, Josef van Genabith, Qun Liu, and Shouxun Lin. Identifying High-Impact Sub-Structures for Convolution Kernels in Document-level Sentiment Classification. ACL 2012.
• Junhui Li, Zhaopeng Tu, Guodong Zhou, and Josef van Genabith. Head-Driven Hierarchical Phrase-based Translation. ACL 2012.
• Zhaopeng Tu, Yang Liu, Yifan He, Josef van Genabith, Qun Liu, and Shouxun Lin. Combining Multiple Alignments to Improve Machine Translation. COLING 2012. [data]
• Junhui Li, Zhaopeng Tu, Guodong Zhou, and Josef van Genabith. Using Syntactic Head Information in Hierarchical Phrase-based Translation. WMT 2012.
• Zhaopeng Tu, Wenbin Jiang, Qun Liu, and Shouxun Lin. Dependency Forest for Sentiment Analysis. NLP&CC 2012.
• Zhaopeng Tu, Yang Liu, Qun Liu, and Shouxun Lin. Extracting Hierarchical Rules from a Weighted Alignment Matrix. IJCNLP 2011.
• Zhaopeng Tu, Yang Liu, Young-Sook Hwang, Qun Liu, and Shouxun Lin. Dependency Forest for Statistical Machine Translation. COLING 2010.