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

Oct 14, 2020
Yuxian Meng, Chun Fan, Zijun Sun, Eduard Hovy, 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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A Unified MRC Framework for Named Entity Recognition

Oct 28, 2019
Xiaoya Li, Jingrong Feng, Yuxian Meng, Qinghong Han, Fei Wu, Jiwei Li

* preprint 

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Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs

Oct 06, 2019
Yuxian Meng, Xiangyuan Ren, Zijun Sun, Xiaoya Li, Arianna Yuan, Fei Wu, Jiwei Li


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Query-Based Named Entity Recognition

Aug 24, 2019
Yuxian Meng, Xiaoya Li, Zijun Sun, Jiwei Li

* Work in progress 

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Relation-Aware Pyramid Network (RapNet) for temporal action proposal

Aug 09, 2019
Jialin Gao, Zhixiang Shi, Jiani Li, Yufeng Yuan, Jiwei Li, Xi Zhou

* Submission to temporal action proposal task in ActivityNet Challenge 2019 

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DSReg: Using Distant Supervision as a Regularizer

May 30, 2019
Yuxian Meng, Muyu Li, Wei Wu, Jiwei Li


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Entity-Relation Extraction as Multi-Turn Question Answering

May 24, 2019
Xiaoya Li, Fan Yin, Zijun Sun, Xiayu Li, Arianna Yuan, Duo Chai, Mingxin Zhou, Jiwei Li

* to appear at ACL2019 

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Is Word Segmentation Necessary for Deep Learning of Chinese Representations?

May 14, 2019
Yuxian Meng, Xiaoya Li, Xiaofei Sun, Qinghong Han, Arianna Yuan, Jiwei Li

* to appear at ACL2019 

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DenseBody: Directly Regressing Dense 3D Human Pose and Shape From a Single Color Image

Mar 28, 2019
Pengfei Yao, Zheng Fang, Fan Wu, Yao Feng, Jiwei Li

* 10 pages, 6 figures 

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Glyce: Glyph-vectors for Chinese Character Representations

Jan 29, 2019
Wei Wu, Yuxian Meng, Qinghong Han, Muyu Li, Xiaoya Li, Jie Mei, Ping Nie, Xiaofei Sun, Jiwei Li


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One Shot Domain Adaptation for Person Re-Identification

Nov 26, 2018
Yang Fu, Yunchao Wei, Guanshuo Wang, Jiwei Li, Xi Zhou, Honghui Shi, Thomas Huang

* Technical report 

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Pixel-Anchor: A Fast Oriented Scene Text Detector with Combined Networks

Nov 19, 2018
Yuan Li, Yuanjie Yu, Zefeng Li, Yangkun Lin, Meifang Xu, Jiwei Li, Xi Zhou

* 10 pages, 11 figures, 3 tables 

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