Deep neural networks and distant supervision for geographic location mention extraction

Author:

Magge Arjun12,Weissenbacher Davy3,Sarker Abeed3,Scotch Matthew12,Gonzalez-Hernandez Graciela3

Affiliation:

1. Department of Biomedical Informatics, Arizona State University, Scottsdale, AZ, USA

2. Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, Tempe, AZ, USA

3. Department of Biostatistics, Epidemiology, and Informatics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA

Funder

National Institute of Allergy and Infectious Diseases

NIAID

National Institutes of Health

NIH

Publisher

Oxford University Press (OUP)

Subject

Computational Mathematics,Computational Theory and Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Statistics and Probability

Reference44 articles.

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2. Random forests;Breiman;Mach. Learn,2001

3. Natural language processing (almost) from scratch;Collobert;J. Mach. Learn. Res,2011

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