Adrian Benton
Adrian Benton
ML Engineer at Bloomberg LP
Verified email at bloomberg.net
TitleCited byYear
Identifying potential adverse effects using the web: A new approach to medical hypothesis generation
A Benton, L Ungar, S Hill, S Hennessy, J Mao, A Chung, CE Leonard, ...
Journal of biomedical informatics 44 (6), 989-996, 2011
1642011
Weaponized health communication: Twitter bots and Russian trolls amplify the vaccine debate
DA Broniatowski, AM Jamison, SH Qi, L AlKulaib, T Chen, A Benton, ...
American journal of public health 108 (10), 1378-1384, 2018
1582018
Online discussion of drug side effects and discontinuation among breast cancer survivors
JJ Mao, A Chung, A Benton, S Hill, L Ungar, CE Leonard, S Hennessy, ...
Pharmacoepidemiology and drug safety 22 (3), 256-262, 2013
882013
Why do people use electronic nicotine delivery systems (electronic cigarettes)? A content analysis of Twitter, 2012-2015
JW Ayers, EC Leas, JP Allem, A Benton, M Dredze, BM Althouse, TB Cruz, ...
PloS one 12 (3), 2017
752017
Multi-task learning for mental health using social media text
A Benton, M Mitchell, D Hovy
arXiv preprint arXiv:1712.03538, 2017
742017
Learning multiview embeddings of twitter users
A Benton, R Arora, M Dredze
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
522016
Leveraging big data to improve health awareness campaigns: a novel evaluation of the great American smokeout
JW Ayers, JL Westmaas, EC Leas, A Benton, Y Chen, M Dredze, ...
JMIR public health and surveillance 2 (1), e16, 2016
442016
Deep generalized canonical correlation analysis
A Benton, H Khayrallah, B Gujral, DA Reisinger, S Zhang, R Arora
arXiv preprint arXiv:1702.02519, 2017
352017
Ethical research protocols for social media health research
A Benton, G Coppersmith, M Dredze
Proceedings of the First ACL Workshop on Ethics in Natural Language …, 2017
342017
A system for de-identifying medical message board text
A Benton, S Hill, L Ungar, A Chung, C Leonard, C Freeman, JH Holmes
BMC bioinformatics 12 (S3), S2, 2011
302011
The spoiler effect?: Designing social TV content that promotes ongoing WOM
A Benton, S Hill
Conference on Information Systems and Technology, Arizona, 2012
24*2012
Social TV: Real-time social media response to TV advertising
S Hill, A Nalavade, A Benton
Proceedings of the Sixth International Workshop on Data Mining for Online …, 2012
212012
Collective supervision of topic models for predicting surveys with social media
A Benton, MJ Paul, B Hancock, M Dredze
Thirtieth AAAI Conference on Artificial Intelligence, 2016
192016
Social tv: Linking tv content to buzz and sales
S Hill, AD Benton
172012
After Sandy Hook Elementary: A year in the gun control debate on Twitter
A Benton, B Hancock, G Coppersmith, JW Ayers, M Dredze
arXiv preprint arXiv:1610.02060, 2016
132016
Faster (and better) entity linking with cascades
A Benton, J Deyoung, A Teichert, M Dredze, B Van Durme, S Mayhew, ...
NIPS workshop on automated knowledge base construction, 2014
92014
Entity linking for spoken language
A Benton, M Dredze
Proceedings of the 2015 Conference of the North American Chapter of the …, 2015
82015
When does social network-based prediction work? A large scale analysis of brand and TV audience engagement by Twitter users
S Hill, A Benton, CV den Bulte
72013
Talkographics: using what viewers say online to calculate audience affinity networks for social tv-based recommendations
S Hill, A Benton
Available at SSRN 2273381, 2012
72012
medpie: an information extraction package for medical message board posts
A Benton, JH Holmes, S Hill, A Chung, L Ungar
Bioinformatics 28 (5), 743-744, 2012
62012
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