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On the Copying Behaviors of Pre-Training for Neural Machine Translation


Jul 17, 2021
Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu

* Accepted to Findings of ACL 2021 

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Language Models are Good Translators


Jun 25, 2021
Shuo Wang, Zhaopeng Tu, Zhixing Tan, Wenxuan Wang, Maosong Sun, Yang Liu

* 12 pages. Work in progress. An earlier verison of this manuscript is under review 

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Progressive Multi-Granularity Training for Non-Autoregressive Translation


Jun 11, 2021
Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu

* ACL 2021, Short Findings 

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Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation


Jun 09, 2021
Cunxiao Du, Zhaopeng Tu, Jing Jiang

* ICML 2021 (Oral), Code at https://github.com/tencent-ailab/ICML21_OAXE 

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On the Language Coverage Bias for Neural Machine Translation


Jun 07, 2021
Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun, Yang Liu

* ACL 2021, Long Findings 

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Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation


Jun 02, 2021
Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Shuming Shi, Michael R. Lyu, Irwin King

* ACL 2021 main conference, long paper, 11 pages 

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Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation


Jun 02, 2021
Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu

* ACL 2021 

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TranSmart: A Practical Interactive Machine Translation System


May 27, 2021
Guoping Huang, Lemao Liu, Xing Wang, Longyue Wang, Huayang Li, Zhaopeng Tu, Chengyan Huang, Shuming Shi


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Understanding and Improving Lexical Choice in Non-Autoregressive Translation


Jan 27, 2021
Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu

* ICLR 2021 

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Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning


Dec 29, 2020
Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Zhaopeng Tu


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Robust Dialogue Utterance Rewriting as Sequence Tagging


Dec 29, 2020
Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu

* 11 pages 

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Rethinking the Value of Transformer Components


Nov 07, 2020
Wenxuan Wang, Zhaopeng Tu

* Accepted by COLING 2020 

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Context-Aware Cross-Attention for Non-Autoregressive Translation


Nov 02, 2020
Liang Ding, Longyue Wang, Di Wu, Dacheng Tao, Zhaopeng Tu

* To appear in COLING 2020 

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Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation


Oct 24, 2020
Yongchang Hao, Shilin He, Wenxiang Jiao, Zhaopeng Tu, Michael Lyu, Xing Wang


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On the Sub-Layer Functionalities of Transformer Decoder


Oct 06, 2020
Yilin Yang, Longyue Wang, Shuming Shi, Prasad Tadepalli, Stefan Lee, Zhaopeng Tu

* Findings of the 2020 Conference on Empirical Methods in Natural Language Processing (Long) 

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On the Sparsity of Neural Machine Translation Models


Oct 06, 2020
Yong Wang, Longyue Wang, Victor O. K. Li, Zhaopeng Tu

* EMNLP 2020 

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Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation


Oct 06, 2020
Wenxiang Jiao, Xing Wang, Shilin He, Irwin King, Michael R. Lyu, Zhaopeng Tu

* Accepted to EMNLP 2020 main conference, 12 pages 

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How Does Selective Mechanism Improve Self-Attention Networks?


May 03, 2020
Xinwei Geng, Longyue Wang, Xing Wang, Bing Qin, Ting Liu, Zhaopeng Tu

* ACL 2020 

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On the Inference Calibration of Neural Machine Translation


May 03, 2020
Shuo Wang, Zhaopeng Tu, Shuming Shi, Yang Liu

* Accepted by ACL2020 

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Assessing the Bilingual Knowledge Learned by Neural Machine Translation Models


Apr 28, 2020
Shilin He, Xing Wang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu

* 10 pages 

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Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks


Nov 22, 2019
Yong Wang, Longyue Wang, Shuming Shi, Victor O. K. Li, Zhaopeng Tu

* AAAI 2020 

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Neuron Interaction Based Representation Composition for Neural Machine Translation


Nov 22, 2019
Jian Li, Xing Wang, Baosong Yang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu

* AAAI 2020 

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EmpGAN: Multi-resolution Interactive Empathetic Dialogue Generation


Nov 20, 2019
Qintong Li, Hongshen Chen, Zhaochun Ren, Zhumin Chen, Zhaopeng Tu, Jun Ma


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Towards Understanding Neural Machine Translation with Word Importance


Sep 17, 2019
Shilin He, Zhaopeng Tu, Xing Wang, Longyue Wang, Michael R. Lyu, Shuming Shi

* EMNLP 2019 

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Multi-Granularity Self-Attention for Neural Machine Translation


Sep 05, 2019
Jie Hao, Xing Wang, Shuming Shi, Jinfeng Zhang, Zhaopeng Tu

* EMNLP 2019 

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Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons


Sep 04, 2019
Jie Hao, Xing Wang, Shuming Shi, Jinfeng Zhang, Zhaopeng Tu

* EMNLP 2019 

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Self-Attention with Structural Position Representations


Sep 01, 2019
Xing Wang, Zhaopeng Tu, Longyue Wang, Shuming Shi

* Accepted by EMNLP 2019 

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One Model to Learn Both: Zero Pronoun Prediction and Translation


Sep 01, 2019
Longyue Wang, Zhaopeng Tu, Xing Wang, Shuming Shi

* EMNLP 2019 

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