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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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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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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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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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Assessing the Bilingual Knowledge Learned by Neural Machine Translation Models

Apr 28, 2020
Shilin He, Xing Wang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu

* 10 pages 

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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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Neuron Interaction Based Representation Composition for Neural Machine Translation

Nov 22, 2019
Jian Li, Xing Wang, Baosong Yang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu

* 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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Towards Understanding Neural Machine Translation with Word Importance

Sep 17, 2019
Shilin He, Zhaopeng Tu, Xing Wang, Longyue Wang, Michael R. Lyu, Shuming Shi

* EMNLP 2019 

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An Online Topic Modeling Framework with Topics Automatically Labeled

Jun 22, 2019
Fenglei Jin, Cuiyun Gao, Michael R. Lyu

* 5 pages, 3 figures, ICML 

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Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling

Jun 17, 2019
Yifan Gao, Piji Li, Irwin King, Michael R. Lyu

* ACL 2019 

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Topic-Aware Neural Keyphrase Generation for Social Media Language

Jun 10, 2019
Yue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R. Lyu, Shuming Shi

* ACL 2019 (11 pages) 

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Microblog Hashtag Generation via Encoding Conversation Contexts

May 18, 2019
Yue Wang, Jing Li, Irwin King, Michael R. Lyu, Shuming Shi

* NAACL 2019 (10 pages) 

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