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Integrating Pre-trained Model into Rule-based Dialogue Management


Feb 17, 2021
Jun Quan, Meng Yang, Qiang Gan, Deyi Xiong, Yiming Liu, Yuchen Dong, Fangxin Ouyang, Jun Tian, Ruiling Deng, Yongzhi Li, Yang Yang, Daxin Jiang

* AAAI 2021 Demo Paper 

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Efficient Object-Level Visual Context Modeling for Multimodal Machine Translation: Masking Irrelevant Objects Helps Grounding


Dec 18, 2020
Dexin Wang, Deyi Xiong


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Modeling Homophone Noise for Robust Neural Machine Translation


Dec 15, 2020
Wenjie Qin, Xiang Li, Yuhui Sun, Deyi Xiong, Jianwei Cui, Bin Wang


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RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling


Oct 17, 2020
Jun Quan, Shian Zhang, Qian Cao, Zizhong Li, Deyi Xiong

* EMNLP 2020 (long paper) 

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Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer


Oct 02, 2020
Yufang Huang, Wentao Zhu, Deyi Xiong, Yiye Zhang, Changjian Hu, Feiyu Xu

* COLING 2020 

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Transformer with Depth-Wise LSTM


Jul 13, 2020
Hongfei Xu, Qiuhui Liu, Deyi Xiong, Josef van Genabith


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Learning Source Phrase Representations for Neural Machine Translation


Jun 25, 2020
Hongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu, Jingyi Zhang


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Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change


May 05, 2020
Hongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu


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Modeling Long Context for Task-Oriented Dialogue State Generation


Apr 29, 2020
Jun Quan, Deyi Xiong

* ACL 2020 

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Shallow Discourse Annotation for Chinese TED Talks


Apr 06, 2020
Wanqiu Long, Xinyi Cai, James E. M. Reid, Bonnie Webber, Deyi Xiong


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Learning Contextualized Sentence Representations for Document-Level Neural Machine Translation


Mar 30, 2020
Pei Zhang, Xu Zhang, Wei Chen, Jian Yu, Yanfeng Wang, Deyi Xiong


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Analyzing Word Translation of Transformer Layers


Mar 21, 2020
Hongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu


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Effective Data Augmentation Approaches to End-to-End Task-Oriented Dialogue


Dec 05, 2019
Jun Quan, Deyi Xiong

* accepted by IALP 2019 

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Merging External Bilingual Pairs into Neural Machine Translation


Dec 02, 2019
Tao Wang, Shaohui Kuang, Deyi Xiong, Ant贸nio Branco

* 7 pages, 3 figures, 5 tables 

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Learning to Reuse Translations: Guiding Neural Machine Translation with Examples


Nov 28, 2019
Qian Cao, Shaohui Kuang, Deyi Xiong


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BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels


Oct 11, 2019
Yimin Jing, Deyi Xiong, Yan Zhen

* Accepted as a long paper at EMNLP 2019 

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Generating Highly Relevant Questions


Oct 08, 2019
Jiazuo Qiu, Deyi Xiong

* Accepted by EMNLP 2019 

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GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue


Sep 26, 2019
Jun Quan, Deyi Xiong, Bonnie Webber, Changjian Hu

* accepted to appear at EMNLP 2019 

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Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks


Oct 30, 2018
Biao Zhang, Deyi Xiong, Jinsong Su, Qian Lin, Huiji Zhang

* EMNLP 2018, long paper, source code released 

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Modeling Coherence for Neural Machine Translation with Dynamic and Topic Caches


Jun 14, 2018
Shaohui Kuang, Deyi Xiong, Weihua Luo, Guodong Zhou

* Accepted by COLING2018,11 pages, 3 figures 

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Fusing Recency into Neural Machine Translation with an Inter-Sentence Gate Model


Jun 12, 2018
Shaohui Kuang, Deyi Xiong

* Accepted by COLING2018.11 pages,4 figures. arXiv admin note: text overlap with arXiv:1711.11221 

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Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings


May 10, 2018
Shaohui Kuang, Junhui Li, Ant贸nio Branco, Weihua Luo, Deyi Xiong

* 9 pages, 6 figures. Accepted by ACL2018 

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Accelerating Neural Transformer via an Average Attention Network


May 07, 2018
Biao Zhang, Deyi Xiong, Jinsong Su

* ACL 2018, long paper 

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Variational Recurrent Neural Machine Translation


Jan 16, 2018
Jinsong Su, Shan Wu, Deyi Xiong, Yaojie Lu, Xianpei Han, Biao Zhang

* accepted by AAAI 18 

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Translating Phrases in Neural Machine Translation


Aug 07, 2017
Xing Wang, Zhaopeng Tu, Deyi Xiong, Min Zhang

* Accepted by EMNLP 2017 

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Modeling Source Syntax for Neural Machine Translation


May 02, 2017
Junhui Li, Deyi Xiong, Zhaopeng Tu, Muhua Zhu, Min Zhang, Guodong Zhou

* Accepted by ACL 2017 

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A GRU-Gated Attention Model for Neural Machine Translation


Apr 27, 2017
Biao Zhang, Deyi Xiong, Jinsong Su


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Neural Machine Translation Advised by Statistical Machine Translation


Dec 30, 2016
Xing Wang, Zhengdong Lu, Zhaopeng Tu, Hang Li, Deyi Xiong, Min Zhang

* Accepted by AAAI 2017 

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