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Multi-Unit Transformers for Neural Machine Translation

Oct 23, 2020
Jianhao Yan, Fandong Meng, Jie Zhou

* Accepted as a main conference paper in EMNLP 2020 

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Multi-Unit Transformer for Neural Machine Translation

Oct 21, 2020
Jianhao Yan, Fandong Meng, Jie Zhou

* Accepted as a main conference paper in EMNLP 2020 

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A Sentiment-Controllable Topic-to-Essay Generator with Topic Knowledge Graph

Oct 12, 2020
Lin Qiao, Jianhao Yan, Fandong Meng, Zhendong Yang, Jie Zhou

* Accepted as a regular paper in Findings of EMNLP 2020 

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MS-Ranker: Accumulating Evidence from Potentially Correct Candidates for Answer Selection

Oct 10, 2020
Yingxue Zhang, Fandong Meng, Peng Li, Ping Jian, Jie Zhou


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Token-level Adaptive Training for Neural Machine Translation

Oct 09, 2020
Shuhao Gu, Jinchao Zhang, Fandong Meng, Yang Feng, Wanying Xie, Jie Zhou, Dong Yu

* 12 pages; Accepted by EMNLP 2020 

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WeChat Neural Machine Translation Systems for WMT20

Oct 05, 2020
Fandong Meng, Jianhao Yan, Yijin Liu, Yuan Gao, Xianfeng Zeng, Qinsong Zeng, Peng Li, Ming Chen, Jie Zhou, Sifan Liu, Hao Zhou

* Accepted at WMT 2020. Our Chinese to English system achieved the highest case-sensitive BLEU score among all submissions 

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Dynamic Context-guided Capsule Network for Multimodal Machine Translation

Sep 04, 2020
Huan Lin, Fandong Meng, Jinsong Su, Yongjing Yin, Zhengyuan Yang, Yubin Ge, Jie Zhou, Jiebo Luo


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Modeling Inter-Aspect Dependencies with a Non-temporal Mechanism for Aspect-Based Sentiment Analysis

Aug 12, 2020
Yunlong Liang, Fandong Meng, Jinchao Zhang, Yufeng Chen, Jinan Xu, Jie Zhou

* rejected in emnlp-ijcnlp 2019 as a short paper(3/3/3) 

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A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation

Jul 17, 2020
Yongjing Yin, Fandong Meng, Jinsong Su, Chulun Zhou, Zhengyuan Yang, Jie Zhou, Jiebo Luo


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Dual Past and Future for Neural Machine Translation

Jul 17, 2020
Jianhao Yan, Fandong Meng, Jie Zhou


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A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking

Jun 02, 2020
Yong Shan, Zekang Li, Jinchao Zhang, Fandong Meng, Yang Feng, Cheng Niu, Jie Zhou

* Accepted as a long paper at ACL 2020. Code is available at https://github.com/ictnlp/CHAN-DST 

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Explicitly Modeling Adaptive Depths for Transformer

Apr 29, 2020
Yijin Liu, Fandong Meng, Jie Zhou, Yufeng Chen, Jinan Xu

* Code is available at: https://github.com/Adaxry/Adaptive-Transformer. arXiv admin note: text overlap with arXiv:2003.00166 

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Towards Multimodal Response Generation with Exemplar Augmentation and Curriculum Optimization

Apr 26, 2020
Zeyang Lei, Zekang Li, Jinchao Zhang, Fandong Meng, Yang Feng, Yujiu Yang, Cheng Niu, Jie Zhou


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A Dependency Syntactic Knowledge Augmented Interactive Architecture for End-to-End Aspect-based Sentiment Analysis

Apr 04, 2020
Yunlong Liang, Fandong Meng, Jinchao Zhang, Jinan Xu, Yufeng Chen, Jie Zhou

* Code: https://github.com/XL2248/DREGCN 

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An Iterative Knowledge Transfer Network with Routing for Aspect-based Sentiment Analysis

Apr 04, 2020
Yunlong Liang, Fandong Meng, Jinchao Zhang, Jinan Xu, Yufeng Chen, Jie Zhou

* Code: https://github.com/XL2248/IKTN 

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Depth-Adaptive Graph Recurrent Network for Text Classification

Feb 29, 2020
Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou

* Code at: https://github.com/Adaxry/Depth-Adaptive-GRN 

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DMRM: A Dual-channel Multi-hop Reasoning Model for Visual Dialog

Dec 18, 2019
Feilong Chen, Fandong Meng, Jiaming Xu, Peng Li, Bo Xu, Jie Zhou

* Accepted at AAAI 2020 

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Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation

Nov 21, 2019
Chenze Shao, Jinchao Zhang, Yang Feng, Fandong Meng, Jie Zhou

* AAAI 2020 

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Multi-Zone Unit for Recurrent Neural Networks

Nov 17, 2019
Fandong Meng, Jinchao Zhang, Yang Liu, Jie Zhou

* Accepted at AAAI 2020 

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Improving Bidirectional Decoding with Dynamic Target Semantics in Neural Machine Translation

Nov 05, 2019
Yong Shan, Yang Feng, Jinchao Zhang, Fandong Meng, Wen Zhang


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Semantic Graph Convolutional Network for Implicit Discourse Relation Classification

Oct 21, 2019
Yingxue Zhang, Ping Jian, Fandong Meng, Ruiying Geng, Wei Cheng, Jie Zhou

* 8 pages, 4 figures 

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CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding

Sep 16, 2019
Yijin Liu, Fandong Meng, Jinchao Zhang, Jie Zhou, Yufeng Chen, Jinan Xu

* Accepted as a long paper at EMNLP 2019. Code and data is available at: https://github.com/Adaxry/CM-Net 

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Unsupervised Paraphrasing by Simulated Annealing

Sep 10, 2019
Xianggen Liu, Lili Mou, Fandong Meng, Hao Zhou, Jie Zhou, Sen Song


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Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation

Sep 02, 2019
Zhengxin Yang, Jinchao Zhang, Fandong Meng, Shuhao Gu, Yang Feng, Jie Zhou

* 11 pages, 7 figures, 2019 Conference on Empirical Methods in Natural Language Processing 

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A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis

Sep 01, 2019
Yunlong Liang, Fandong Meng, Jinchao Zhang, Jinan Xu, Yufeng Chen, Jie Zhou

* Accepted at EMNLP 2019 as a long paper. Code is available at https://github.com/XL2248/AGDT 

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Incremental Transformer with Deliberation Decoder for Document Grounded Conversations

Jul 31, 2019
Zekang Li, Cheng Niu, Fandong Meng, Yang Feng, Qian Li, Jie Zhou

* Accepted as a long paper at ACL 2019 

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Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation

Jun 22, 2019
Chenze Shao, Yang Feng, Jinchao Zhang, Fandong Meng, Xilin Chen, Jie Zhou

* 12 pages, 4 figures, ACL 2019 long paper 

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