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A Sequence-to-Sequence Approach to Dialogue State Tracking

Nov 18, 2020
Yue Feng, Yang Wang, Hang Li


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AMBERT: A Pre-trained Language Model with Multi-Grained Tokenization

Sep 01, 2020
Xinsong Zhang, Hang Li


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Superpixel-Guided Label Softening for Medical Image Segmentation

Jul 17, 2020
Hang Li, Dong Wei, Shilei Cao, Kai Ma, Liansheng Wang, Yefeng Zheng


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Scene Graph Reasoning for Visual Question Answering

Jul 02, 2020
Marcel Hildebrandt, Hang Li, Rajat Koner, Volker Tresp, Stephan Günnemann

* ICML Workshop Graph Representation Learning and Beyond (GRL+) 

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Fact-based Text Editing

Jul 02, 2020
Hayate Iso, Chao Qiao, Hang Li

* ACL 2020 

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Feature Statistics Guided Efficient Filter Pruning

May 21, 2020
Hang Li, Chen Ma, Wei Xu, Xue Liu

* To appear in Proceedings of IJCAI 2020 (copyright held by IJCAI) 

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Siamese Neural Networks for Class Activity Detection

May 15, 2020
Hang Li, Zhiwei Wang, Jiliang Tang, Wenbiao Ding, Zitao Liu

* The 21th International Conference on Artificial Intelligence in Education(AIED), 2020 

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Spelling Error Correction with Soft-Masked BERT

May 15, 2020
Shaohua Zhang, Haoran Huang, Jicong Liu, Hang Li

* To be published at ACL 2020 

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Identifying At-Risk K-12 Students in Multimodal Online Environments: A Machine Learning Approach

Mar 21, 2020
Hang Li, Wenbiao Ding, Songfan Yang, Zitao Liu


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A Freeform Dielectric Metasurface Modeling Approach Based on Deep Neural Networks

Jan 01, 2020
Sensong An, Bowen Zheng, Mikhail Y. Shalaginov, Hong Tang, Hang Li, Li Zhou, Jun Ding, Anuradha Murthy Agarwal, Clara Rivero-Baleine, Myungkoo Kang, Kathleen A. Richardson, Tian Gu, Juejun Hu, Clayton Fowler, Hualiang Zhang


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Multimodal Learning For Classroom Activity Detection

Oct 22, 2019
Hang Li, Yu Kang, Wenbiao Ding, Song Yang, Songfan Yang, Gale Yan Huang, Zitao Liu


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A Multimodal Alerting System for Online Class Quality Assurance

Sep 01, 2019
Jiahao Chen, Hang Li, Wenxin Wang, Wenbiao Ding, Gale Yan Huang, Zitao Liu

* The 20th International Conference on Artificial Intelligence in Education(AIED), 2019 

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Generative Multi-Functional Meta-Atom and Metasurface Design Networks

Aug 13, 2019
Sensong An, Bowen Zheng, Hong Tang, Mikhail Y. Shalaginov, Li Zhou, Hang Li, Tian Gu, Juejun Hu, Clayton Fowler, Hualiang Zhang

* 17 pages, 8 figures 

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A Novel Modeling Approach for All-Dielectric Metasurfaces Using Deep Neural Networks

Jun 08, 2019
Sensong An, Clayton Fowler, Bowen Zheng, Mikhail Y. Shalaginov, Hong Tang, Hang Li, Li Zhou, Jun Ding, Anuradha Murthy Agarwal, Clara Rivero-Baleine, Kathleen A. Richardson, Tian Gu, Juejun Hu, Hualiang Zhang

* 18 pages, 8 figures 

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Toward Building Conversational Recommender Systems: A Contextual Bandit Approach

Jun 04, 2019
Xiaoying Zhang, Hong Xie, Hang Li, John C. S. Lui

* 12 pages 

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Signal Demodulation with Machine Learning Methods for Physical Layer Visible Light Communications: Prototype Platform, Open Dataset and Algorithms

Mar 13, 2019
Shuai Ma, Jiahui Dai, Songtao Lu, Hang Li, Han Zhang, Chun Du, Shiyin Li


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Word Embedding based Edit Distance

Oct 25, 2018
Yilin Niu, Chao Qiao, Hang Li, Minlie Huang


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Paraphrase Generation with Deep Reinforcement Learning

Aug 23, 2018
Zichao Li, Xin Jiang, Lifeng Shang, Hang Li

* EMNLP 2018 

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Supervised and Semi-Supervised Deep Neural Networks for CSI-Based Authentication

Jul 25, 2018
Qian Wang, Hang Li, Zhi Chen, Dou Zhao, Shuang Ye, Jiansheng Cai

* This paper has been submitted for possible publication 

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Meta-SGD: Learning to Learn Quickly for Few-Shot Learning

Sep 28, 2017
Zhenguo Li, Fengwei Zhou, Fei Chen, Hang Li

* reinforcement learning included, 20-way classification on MiniImagenet included 

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Sensor Network Based Collision-Free Navigation and Map Building for Mobile Robots

Sep 02, 2017
Hang Li


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Coupling Distributed and Symbolic Execution for Natural Language Queries

Jun 16, 2017
Lili Mou, Zhengdong Lu, Hang Li, Zhi Jin

* Accepted by ICML-17; also presented at ICLR-17 Workshop 

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Deep Active Learning for Dialogue Generation

Jun 16, 2017
Nabiha Asghar, Pascal Poupart, Xin Jiang, Hang Li

* Accepted at 6th Joint Conference on Lexical and Computational Semantics (*SEM) 2017 (Previously titled "Online Sequence-to-Sequence Active Learning for Open-Domain Dialogue Generation" on ArXiv) 

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Chunk-Based Bi-Scale Decoder for Neural Machine Translation

May 03, 2017
Hao Zhou, Zhaopeng Tu, Shujian Huang, Xiaohua Liu, Hang Li, Jiajun Chen

* Accepted as a short paper by ACL 2017 

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Context Gates for Neural Machine Translation

Mar 08, 2017
Zhaopeng Tu, Yang Liu, Zhengdong Lu, Xiaohua Liu, Hang Li

* Accepted by TACL 2017 

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Neural Machine Translation Advised by Statistical Machine Translation

Dec 30, 2016
Xing Wang, Zhengdong Lu, Zhaopeng Tu, Hang Li, Deyi Xiong, Min Zhang

* Accepted by AAAI 2017 

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Neural Machine Translation with Reconstruction

Nov 21, 2016
Zhaopeng Tu, Yang Liu, Lifeng Shang, Xiaohua Liu, Hang Li

* Accepted by AAAI 2017 

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Interactive Attention for Neural Machine Translation

Oct 17, 2016
Fandong Meng, Zhengdong Lu, Hang Li, Qun Liu

* Accepted at COLING 2016 

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Modeling Coverage for Neural Machine Translation

Aug 06, 2016
Zhaopeng Tu, Zhengdong Lu, Yang Liu, Xiaohua Liu, Hang Li

* Add subjective evaluation on top of ACL version: 25% of source words are under-translated by NMT 

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