Adrian Benton
Adrian Benton
ML Engineer at Bloomberg LP
Verifierad e-postadress på bloomberg.net
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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
5962018
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
1882011
Multi-task learning for mental health using social media text
A Benton, M Mitchell, D Hovy
arXiv preprint arXiv:1712.03538, 2017
1662017
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), e0170702, 2017
1122017
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
1082017
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
1062013
Learning multiview embeddings of twitter users
A Benton, R Arora, M Dredze
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
872016
Deep generalized canonical correlation analysis
A Benton, H Khayrallah, B Gujral, DA Reisinger, S Zhang, R Arora
arXiv preprint arXiv:1702.02519, 2017
782017
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), e5304, 2016
632016
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 (3), 1-10, 2011
342011
The spoiler effect?: Designing social TV content that promotes ongoing WOM
A Benton, S Hill
Conference on Information Systems and Technology, Arizona, 1-26, 2012
30*2012
Collective supervision of topic models for predicting surveys with social media
A Benton, M Paul, B Hancock, M Dredze
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
292016
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
262012
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
242016
Social tv: Linking tv content to buzz and sales
S Hill, AD Benton
212012
Using author embeddings to improve tweet stance classification
A Benton, M Dredze
Proceedings of the 2018 EMNLP Workshop W-NUT: The 4th Workshop on Noisy User …, 2018
152018
Entity linking for spoken language
A Benton, M Dredze
Proceedings of the 2015 Conference of the North American Chapter of the …, 2015
112015
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
Deep Dirichlet multinomial regression
A Benton, M Dredze
Proceedings of the 2018 Conference of the North American Chapter of the …, 2018
82018
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
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Artiklar 1–20