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Defending against Backdoor Attacks in Natural Language Generation


Jun 03, 2021
Chun Fan, Xiaoya Li, Yuxian Meng, Xiaofei Sun, Xiang Ao, Fei Wu, Jiwei Li, Tianwei Zhang


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Fast Nearest Neighbor Machine Translation


May 30, 2021
Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li


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Parameter Estimation for the SEIR Model Using Recurrent Nets


May 30, 2021
Chun Fan, Yuxian Meng, Xiaofei Sun, Fei Wu, Tianwei Zhang, Jiwei Li


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Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation


May 30, 2021
Shuhe Wang, Yuxian Meng, Xiaofei Sun, Fei Wu, Rongbin Ouyang, Rui Yan, Tianwei Zhang, Jiwei Li

* arXiv admin note: text overlap with arXiv:2012.15015 

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Dependency Parsing as MRC-based Span-Span Prediction


May 17, 2021
Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li


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Sentence Similarity Based on Contexts


May 17, 2021
Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan


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BertGCN: Transductive Text Classification by Combining GCN and BERT


May 16, 2021
Yuxiao Lin, Yuxian Meng, Xiaofei Sun, Qinghong Han, Kun Kuang, Jiwei Li, Fei Wu


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Complex Spectral Mapping With Attention Based Convolution Recurrent Neural Network for Speech Enhancement


Apr 15, 2021
Liming Zhou, Yongyu Gao, Ziluo Wang, Jiwei Li, Wenbin Zhang

* Interspeech2021 submitted 

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Complex Spectral Mapping With Attention Based Convolution Recrrent Neural Network for Speech Enhancement


Apr 12, 2021
Liming Zhou, Yongyu Gao, Ziluo Wang, Jiwei Li, Wenbin Zhang

* Interspeech2021 submitted 

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OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts


Dec 30, 2020
Yuxian Meng, Shuhe Wang, Qinghong Han, Xiaofei Sun, Fei Wu, Rui Yan, Jiwei Li

* Dataset, visual features and code are found at https://github.com/ShannonAI/OpenViDial 

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Self-Explaining Structures Improve NLP Models


Dec 09, 2020
Zijun Sun, Chun Fan, Qinghong Han, Xiaofei Sun, Yuxian Meng, Fei Wu, Jiwei Li

* Code is available at https://github.com/ShannonAI/Self_Explaining_Structures_Improve_NLP_Models 

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Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining


Nov 19, 2020
Zijun Sun, Chun Fan, Xiaofei Sun, Yuxian Meng, Fei Wu, Jiwei Li


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Pair the Dots: Jointly Examining Training History and Test Stimuli for Model Interpretability


Oct 31, 2020
Yuxian Meng, Chun Fan, Zijun Sun, Eduard Hovy, Fei Wu, Jiwei Li


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Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries


Oct 14, 2020
Xiaofei Sun, Chun Fan, Zijun Sun, Yuxian Meng, Fei Wu, Jiwei Li


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Improving Robustness and Generality of NLP Models Using Disentangled Representations


Sep 21, 2020
Jiawei Wu, Xiaoya Li, Xiang Ao, Yuxian Meng, Fei Wu, Jiwei Li


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Receptive Multi-granularity Representation for Person Re-Identification


Aug 31, 2020
Guanshuo Wang, Yufeng Yuan, Jiwei Li, Shiming Ge, Xi Zhou

* IEEE Transactions on Image Processing 29, 6096-6109, 2020 
* 14 pages, 9 figures. Championship solution of NAIC 2019 Person re-ID Track 

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Analyzing COVID-19 on Online Social Media: Trends, Sentiments and Emotions


Jun 05, 2020
Xiaoya Li, Mingxin Zhou, Jiawei Wu, Arianna Yuan, Fei Wu, Jiwei Li


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SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection


Apr 11, 2020
Xiaoya Li, Yuxian Meng, Mingxin Zhou, Qinghong Han, Fei Wu, Jiwei Li


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Non-Autoregressive Neural Dialogue Generation


Feb 13, 2020
Qinghong Han, Yuxian Meng, Fei Wu, Jiwei Li

* preprint 

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LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention


Feb 08, 2020
Xiaoya Li, Yuxian Meng, Arianna Yuan, Fei Wu, Jiwei Li


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Description Based Text Classification with Reinforcement Learning


Feb 08, 2020
Duo Chai, Wei Wu, Qinghong Han, Fei Wu, Jiwei Li


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Teaching Machines to Converse


Jan 31, 2020
Jiwei Li

* phd thesis 

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Dice Loss for Data-imbalanced NLP Tasks


Nov 07, 2019
Xiaoya Li, Xiaofei Sun, Yuxian Meng, Junjun Liang, Fei Wu, Jiwei Li

* preprint 

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Coreference Resolution as Query-based Span Prediction


Nov 05, 2019
Wei Wu, Fei Wang, Arianna Yuan, Fei Wu, Jiwei Li


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Layer Pruning for Accelerating Very Deep Neural Networks


Oct 28, 2019
Weiwei Zhang, Changsheng chen, Xuechun Wu, Jialin Gao, Di Bao, Jiwei Li, Xi Zhou

* v2 

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