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Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading

Oct 16, 2020
Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu

* EMNLP 2020 main conference, 11 pages, 3 Figures 

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Effective Data-aware Covariance Estimator from Compressed Data

Oct 10, 2020
Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King

* IEEE Transactions on Neural Networks and Learning Systems, 2019 
* 12 pages, 5 figures 

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Making Online Sketching Hashing Even Faster

Oct 10, 2020
Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King

* IEEE Transactions on Knowledge and Data Engineering, 2019 
* 12 pages, 5 figures 

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Learning 3D Face Reconstruction with a Pose Guidance Network

Oct 09, 2020
Pengpeng Liu, Xintong Han, Michael Lyu, Irwin King, Jia Xu

* ACCV 2020 (Oral) 

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Exploiting Unsupervised Data for Emotion Recognition in Conversations

Oct 06, 2020
Wenxiang Jiao, Michael R. Lyu, Irwin King

* Accepted to the Findings of EMNLP 2020, 8 pages (published version of arXiv:1910.08916) 

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Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation

Oct 06, 2020
Wenxiang Jiao, Xing Wang, Shilin He, Irwin King, Michael R. Lyu, Zhaopeng Tu

* Accepted to EMNLP 2020 main conference, 12 pages 

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Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning

Oct 04, 2020
Yifan Gao, Piji Li, Wei Bi, Xiaojiang Liu, Michael R. Lyu, Irwin King

* EMNLP 2020, Findings, 10 pages, 4 figures 

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Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing

Aug 23, 2020
Cuiyun Gao, Jichuan Zeng, Zhiyuan Wen, David Lo, Xin Xia, Irwin King, Michael R. Lyu


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Shifu2: A Network Representation Learning Based Model for Advisor-advisee Relationship Mining

Aug 17, 2020
Jiaying Liu, Feng Xia, Lei Wang, Bo Xu, Xiangjie Kong, Hanghang Tong, Irwin King


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Photon: A Robust Cross-Domain Text-to-SQL System

Aug 03, 2020
Jichuan Zeng, Xi Victoria Lin, Caiming Xiong, Richard Socher, Michael R. Lyu, Irwin King, Steven C. H. Hoi

* ACL 2020 system demonstration paper extended . The first two authors contributed equally to this work 

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Unsupervised Text Generation by Learning from Search

Jul 09, 2020
Jingjing Li, Zichao Li, Lili Mou, Xin Jiang, Michael R. Lyu, Irwin King


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A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss

Jun 02, 2020
Hou Pong Chan, Wang Chen, Irwin King

* Accepted by SIGIR 2020 

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EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading

May 26, 2020
Yifan Gao, Chien-Sheng Wu, Shafiq Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi

* ACL 2020, 11 pages, 3 figures 

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VD-BERT: A Unified Vision and Dialog Transformer with BERT

Apr 29, 2020
Yue Wang, Shafiq Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi

* 15 pages, 7 figures, 4 tables 

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Discrete Variational Attention Models for Language Generation

Apr 21, 2020
Xianghong Fang, Haoli Bai, Zenglin Xu, Michael Lyu, Irwin King

* 7 pages, 3 figures 

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Exclusive Hierarchical Decoding for Deep Keyphrase Generation

Apr 18, 2020
Wang Chen, Hou Pong Chan, Piji Li, Irwin King

* ACL 2020 

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Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching

Apr 05, 2020
Pengpeng Liu, Irwin King, Michael Lyu, Jia Xu

* Published at the Conference on Computer Vision and Pattern Recognition (CVPR 2020) 

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Automating App Review Response Generation

Feb 10, 2020
Cuiyun Gao, Jichuan Zeng, Xin Xia, David Lo, Michael R. Lyu, Irwin King

* 12 pages, accepted by ASE'19 

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What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process

Feb 10, 2020
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King

* 12 pages, accepted by The Web Conference 2020 (WWW'20) 

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MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

Feb 05, 2020
Xinyu Fu, Jiani Zhang, Ziqiao Meng, Irwin King

* To appear at WWW 2020; 11 pages, 4 figures 

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Few Shot Network Compression via Cross Distillation

Nov 21, 2019
Haoli Bai, Jiaxiang Wu, Irwin King, Michael Lyu

* AAAI 2020 

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Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network

Nov 20, 2019
Wenxiang Jiao, Michael R. Lyu, Irwin King

* AAAI 2020, 8 pages, 5 figures 

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Improving Question Generation With to the Point Context

Oct 24, 2019
Jingjing Li, Yifan Gao, Lidong Bing, Irwin King, Michael R. Lyu

* EMNLP19, fix wordings 

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Improving Word Representations: A Sub-sampled Unigram Distribution for Negative Sampling

Oct 21, 2019
Wenxiang Jiao, Irwin King, Michael R. Lyu

* 10 pages 

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PT-CoDE: Pre-trained Context-Dependent Encoder for Utterance-level Emotion Recognition

Oct 20, 2019
Wenxiang Jiao, Michael R. Lyu, Irwin King

* 10 pages, 3 figures 

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