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Robustness Testing of Language Understanding in Dialog Systems

Dec 30, 2020
Jiexi Liu, Ryuichi Takanobu, Jiaxin Wen, Dazhen Wan, Weiran Nie, Hongyan Li, Cheng Li, Wei Peng, Minlie Huang


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A Review of Designs and Applications of Echo State Networks

Dec 05, 2020
Chenxi Sun, Moxian Song, Shenda Hong, Hongyan Li

* 37 pages, 5 figures, 2 tables 

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A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data

Oct 26, 2020
Chenxi Sun, Shenda Hong, Moxian Song, Hongyan Li

* 19 pages, 7 figures 

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MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals

Jun 06, 2019
Shenda Hong, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun

* Accepted to IJCAI 2019 

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RDPD: Rich Data Helps Poor Data via Imitation

Sep 07, 2018
Shenda Hong, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun


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GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination

Sep 06, 2018
Junyuan Shang, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun


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Generative Adversarial Network for Abstractive Text Summarization

Nov 26, 2017
Linqing Liu, Yao Lu, Min Yang, Qiang Qu, Jia Zhu, Hongyan Li

* AAAI 2018 abstract, Supplemental material: http://likicode.com/textsum/ 

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