| 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 | 934 | 2018 |
| 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 | 202 | 2011 |
| 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 | 191 | 2017 |
| 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 | 136 | 2017 |
| Multitask learning for mental health conditions with limited social media data A Benton, M Mitchell, D Hovy 15th Conference of the European Chapter of the Association for Computational …, 2017 | 133 | 2017 |
| Deep generalized canonical correlation analysis A Benton, H Khayrallah, B Gujral, DA Reisinger, S Zhang, R Arora arXiv preprint arXiv:1702.02519, 2017 | 127 | 2017 |
| 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 | 117 | 2013 |
| Multi-task learning for mental health using social media text A Benton, M Mitchell, D Hovy arXiv preprint arXiv:1712.03538, 2017 | 107 | 2017 |
| Learning multiview embeddings of twitter users A Benton, R Arora, M Dredze Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016 | 98 | 2016 |
| 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 | 72 | 2016 |
| 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, 1-10, 2011 | 35 | 2011 |
| 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 | 33 | 2012 |
| 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 | 32* | 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 | 27 | 2016 |
| 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 | 25 | 2018 |
| 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 | 25 | 2016 |
| Social tv: Linking tv content to buzz and sales S Hill, AD Benton | 21 | 2012 |
| Entity linking for spoken language A Benton, M Dredze Proceedings of the 2015 Conference of the North American Chapter of the …, 2015 | 13 | 2015 |
| Deep Dirichlet multinomial regression A Benton, M Dredze Proceedings of the 2018 Conference of the North American Chapter of the …, 2018 | 9 | 2018 |
| 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 | 8 | 2014 |
