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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Cascaded CNN-resBiLSTM-CTC: An End-to-End Acoustic Model For Speech Recognition

Oct 30, 2018
Xinpei Zhou, Jiwei Li, Xi Zhou

* 5 pages, 1 figure, 4 tables. Submitted to 2019 ICASSP (International Conference on Acoustics, Speech, and Signal Processing) 

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Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints

Sep 04, 2018
Ashutosh Baheti, Alan Ritter, Jiwei Li, Bill Dolan


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Learning Discriminative Features with Multiple Granularities for Person Re-Identification

Aug 14, 2018
Guanshuo Wang, Yufeng Yuan, Xiong Chen, Jiwei Li, Xi Zhou

* 9 pages, 5 figures. To appear in ACM Multimedia 2018 

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IcoRating: A Deep-Learning System for Scam ICO Identification

Mar 08, 2018
Shuqing Bian, Zhenpeng Deng, Fei Li, Will Monroe, Peng Shi, Zijun Sun, Wei Wu, Sikuang Wang, William Yang Wang, Arianna Yuan, Tianwei Zhang, Jiwei Li


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Adversarial Learning for Neural Dialogue Generation

Sep 24, 2017
Jiwei Li, Will Monroe, Tianlin Shi, Sébastien Jean, Alan Ritter, Dan Jurafsky


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Neural Net Models for Open-Domain Discourse Coherence

Sep 24, 2017
Jiwei Li, Dan Jurafsky


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