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Mixup Decoding for Diverse Machine Translation


Sep 08, 2021
Jicheng Li, Pengzhi Gao, Xuanfu Wu, Yang Feng, Zhongjun He, Hua Wu, Haifeng Wang

* Findings of EMNLP 2021 

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Towards Expressive Communication with Internet Memes: A New Multimodal Conversation Dataset and Benchmark


Sep 04, 2021
Zhengcong Fei, Zekang Li, Jinchao Zhang, Yang Feng, Jie Zhou


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Importance-based Neuron Allocation for Multilingual Neural Machine Translation


Jul 14, 2021
Wanying Xie, Yang Feng, Shuhao Gu, Dong Yu

* ACL 2021 

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Sequence-Level Training for Non-Autoregressive Neural Machine Translation


Jun 15, 2021
Chenze Shao, Yang Feng, Jinchao Zhang, Fandong Meng, Jie Zhou


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Guiding Teacher Forcing with Seer Forcing for Neural Machine Translation


Jun 12, 2021
Yang Feng, Shuhao Gu, Dengji Guo, Zhengxin Yang, Chenze Shao

* Accepted by ACL-IJCNLP 2021 main conference 

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GTM: A Generative Triple-Wise Model for Conversational Question Generation


Jun 07, 2021
Lei Shen, Fandong Meng, Jinchao Zhang, Yang Feng, Jie Zhou

* To appear at ACL 2021 main conference (long paper) 

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Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency


Jun 04, 2021
Zekang Li, Jinchao Zhang, Zhengcong Fei, Yang Feng, Jie Zhou

* Findings of ACL2021 

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Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances


Jun 04, 2021
Zekang Li, Jinchao Zhang, Zhengcong Fei, Yang Feng, Jie Zhou

* ACL2021 main conference (long paper) 

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Transfer Learning under High-dimensional Generalized Linear Models


May 29, 2021
Ye Tian, Yang Feng

* 52 pages, 7 figures 

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Machine Collaboration


May 06, 2021
Qingfeng Liu, Yang Feng


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SE-DAE: Style-Enhanced Denoising Auto-Encoder for Unsupervised Text Style Transfer


Apr 27, 2021
Jicheng Li, Yang Feng, Jiao Ou

* Accepted by the 2021 International Joint Conference on Neural Networks (IJCNN 2021) 

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Modeling Coverage for Non-Autoregressive Neural Machine Translation


Apr 24, 2021
Yong Shan, Yang Feng, Chenze Shao

* Accepted by the 2021 International Joint Conference on Neural Networks (IJCNN 2021) 

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Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation


Apr 14, 2021
Shuhao Gu, Yang Feng, Wanying Xie

* NAACL 2021 long paper 

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Learning to Select Context in a Hierarchical and Global Perspective for Open-domain Dialogue Generation


Feb 18, 2021
Lei Shen, Haolan Zhan, Xin Shen, Yang Feng

* Accepted by ICASSP 2021 

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RaSE: A Variable Screening Framework via Random Subspace Ensembles


Feb 07, 2021
Ye Tian, Yang Feng

* 59 pages, 3 figures 

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WeChat AI's Submission for DSTC9 Interactive Dialogue Evaluation Track


Jan 20, 2021
Zekang Li, Zongjia Li, Jinchao Zhang, Yang Feng, Jie Zhou

* [email protected] 

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The Interplay of Demographic Variables and Social Distancing Scores in Deep Prediction of U.S. COVID-19 Cases


Jan 06, 2021
Francesca Tang, Yang Feng, Hamza Chiheb, Jianqing Fan


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Future-Guided Incremental Transformer for Simultaneous Translation


Dec 23, 2020
Shaolei Zhang, Yang Feng, Liangyou Li

* Accepted by AAAI 2021. 9 pages, 5 figures 

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Spectral clustering via adaptive layer aggregation for multi-layer networks


Dec 07, 2020
Sihan Huang, Haolei Weng, Yang Feng

* 71 pages 

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Investigating Catastrophic Forgetting During Continual Training for Neural Machine Translation


Nov 03, 2020
Shuhao Gu, Yang Feng

* Coling2020 long paper 

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Generating Diverse Translation from Model Distribution with Dropout


Oct 16, 2020
Xuanfu Wu, Yang Feng, Chenze Shao


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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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Universal Model for Multi-Domain Medical Image Retrieval


Jul 14, 2020
Yang Feng, Yubao Liu, Jiebo Luo

* arXiv admin note: substantial text overlap with arXiv:2003.03701 

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RaSE: Random Subspace Ensemble Classification


Jun 16, 2020
Ye Tian, Yang Feng

* 52 pages, 6 figures 

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CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation


Jun 03, 2020
Lei Shen, Yang Feng

* To appear at ACL 2020 (long paper) 

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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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Nested Model Averaging on Solution Path for High-dimensional Linear Regression


May 16, 2020
Yang Feng, Qingfeng Liu

* 17 pages, 3 figures 

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