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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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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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Video-based Person Re-Identification using Gated Convolutional Recurrent Neural Networks

Mar 21, 2020
Yang Feng, Yu Wang, Jiebo Luo

* This work was done in 2017 

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Unifying Specialist Image Embedding into Universal Image Embedding

Mar 08, 2020
Yang Feng, Futang Peng, Xu Zhang, Wei Zhu, Shanfeng Zhang, Howard Zhou, Zhen Li, Tom Duerig, Shih-Fu Chang, Jiebo Luo


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Imbalanced classification: an objective-oriented review

Feb 11, 2020
Yang Feng, Min Zhou, Xin Tong

* 31 pages, 24 figures 

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Bridging Text and Video: A Universal Multimodal Transformer for Video-Audio Scene-Aware Dialog

Feb 01, 2020
Zekang Li, Zongjia Li, Jinchao Zhang, Yang Feng, Cheng Niu, Jie Zhou

* Accepted by AAAI2020 DSTC8 workshop. Ranked 1st in DSTC8-AVSD track 

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Modeling Fluency and Faithfulness for Diverse Neural Machine Translation

Nov 30, 2019
Yang Feng, Wanying Xie, Shuhao Gu, Chenze Shao, Wen Zhang, Zhengxin Yang, Dong Yu


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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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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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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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Improving Multi-Head Attention with Capsule Networks

Aug 31, 2019
Shuhao Gu, Yang Feng

* accepted by NLPCC2019 

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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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Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent Variables

Jun 18, 2019
Lei Shen, Yang Feng, Haolan Zhan

* 6 pages, accepted by ACL 2019 

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Bridging the Gap between Training and Inference for Neural Machine Translation

Jun 17, 2019
Wen Zhang, Yang Feng, Fandong Meng, Di You, Qun Liu

* 10 pages, 7 figures 

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Spatio-temporal Video Re-localization by Warp LSTM

May 10, 2019
Yang Feng, Lin Ma, Wei Liu, Jiebo Luo


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Improving Domain Adaptation Translation with Domain Invariant and Specific Information

Apr 08, 2019
Shuhao Gu, Yang Feng, Qun Liu

* 11 pages, accepted by NAACL 2019 

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Unsupervised Image Captioning

Nov 27, 2018
Yang Feng, Lin Ma, Wei Liu, Jiebo Luo


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Improving the Robustness of Speech Translation

Nov 02, 2018
Xiang Li, Haiyang Xue, Wei Chen, Yang Liu, Yang Feng, Qun Liu


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Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation

Sep 10, 2018
Chenze Shao, Yang Feng, Xilin Chen

* 7 pages, accepted by emnlp 2018 

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Refining Source Representations with Relation Networks for Neural Machine Translation

Sep 09, 2018
Wen Zhang, Jiawei Hu, Yang Feng, Qun Liu

* 12pages, 7 figures, accepted for COLING-2018. arXiv admin note: substantial text overlap with arXiv:1709.03980 

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Speeding Up Neural Machine Translation Decoding by Cube Pruning

Sep 09, 2018
Wen Zhang, Liang Huang, Yang Feng, Lei Shen, Qun Liu

* 11pages, 11 figures, EMNLP-2018 conference 

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