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DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination


Aug 21, 2022
Tingting Wu, Xiao Ding, Hao Zhang, Jinglong Gao, Li Du, Bing Qin, Ting Liu


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Text Difficulty Study: Do machines behave the same as humans regarding text difficulty?


Aug 14, 2022
Bowen Chen, Xiao Ding, Li Du, Qin Bing, Ting Liu

* 4-page main content short paper,3 figures, intend to submit at a conference 

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A Graph Enhanced BERT Model for Event Prediction


May 22, 2022
Li Du, Xiao Ding, Yue Zhang, Kai Xiong, Ting Liu, Bing Qin


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e-CARE: a New Dataset for Exploring Explainable Causal Reasoning


May 12, 2022
Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin


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AlphaFold Accelerates Artificial Intelligence Powered Drug Discovery: Efficient Discovery of a Novel Cyclin-dependent Kinase 20 (CDK20) Small Molecule Inhibitor


Jan 21, 2022
Feng Ren, Xiao Ding, Min Zheng, Mikhail Korzinkin, Xin Cai, Wei Zhu, Alexey Mantsyzov, Alex Aliper, Vladimir Aladinskiy, Zhongying Cao, Shanshan Kong, Xi Long, Bonnie Hei Man Liu, Yingtao Liu, Vladimir Naumov, Anastasia Shneyderman, Ivan V. Ozerov, Ju Wang, Frank W. Pun, Alan Aspuru-Guzik, Michael Levitt, Alex Zhavoronkov

* 9 pages, 5 figures 

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CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision


Aug 08, 2021
Zhongyang Li, Xiao Ding, Kuo Liao, Bing Qin, Ting Liu


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Guided Generation of Cause and Effect


Jul 21, 2021
Zhongyang Li, Xiao Ding, Ting Liu, J. Edward Hu, Benjamin Van Durme

* accepted in IJCAI 2020 main track 

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Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder


Sep 19, 2019
Li Du, Xiao Ding, Ting Liu, Zhongyang Li


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Event Representation Learning Enhanced with External Commonsense Knowledge


Sep 09, 2019
Xiao Ding, Kuo Liao, Ting Liu, Zhongyang Li, Junwen Duan

* arXiv admin note: text overlap with arXiv:1711.07611, 1805.02474 by other authors 

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