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An Overview of Distant Supervision for Relation Extraction with a Focus on Denoising and Pre-training Methods


Jul 17, 2022
William Hogan

* 14 pages, 5 figures 

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Fine-grained Contrastive Learning for Relation Extraction


May 25, 2022
William Hogan, Jiacheng Li, Jingbo Shang

* 8 pages, 4 figures 

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Abstractified Multi-instance Learning (AMIL) for Biomedical Relation Extraction


Oct 24, 2021
William Hogan, Molly Huang, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Yoshiki Vazquez Baeza, Andrew Bartko, Chun-Nan Hsu

* 3rd Conference on Automated Knowledge Base Construction (2021) 
* 14 pages, 3 figures, submitted to Automated Knowledge Base Construction (2021) 

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Applications of artificial intelligence in drug development using real-world data


Feb 02, 2021
Zhaoyi Chen, Xiong Liu, William Hogan, Elizabeth Shenkman, Jiang Bian

* Drug Discovery Today 2020 

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Bayesian Biosurveillance of Disease Outbreaks


Jul 11, 2012
Gregory F. Cooper, Denver Dash, John Levander, Weng-Keen Wong, William Hogan, Michael Wagner

* Appears in Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence (UAI2004) 

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