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Mark Dredze
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Biographies, bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification
J Blitzer, M Dredze, F Pereira
Proceedings of the 45th annual meeting of the association of computational …, 2007
27542007
You are what you tweet: Analyzing twitter for public health
M Paul, M Dredze
Proceedings of the International AAAI Conference on Web and Social Media 5 …, 2011
13332011
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
9742018
Quantifying mental health signals in Twitter
G Coppersmith, M Dredze, C Harman
Proceedings of the workshop on computational linguistics and clinical …, 2014
6992014
Discovering shifts to suicidal ideation from mental health content in social media
M De Choudhury, E Kiciman, M Dredze, G Coppersmith, M Kumar
Proceedings of the 2016 CHI conference on human factors in computing systems …, 2016
6652016
Confidence-weighted linear classification
M Dredze, K Crammer, F Pereira
Proceedings of the 25th international conference on Machine learning, 264-271, 2008
5502008
National and local influenza surveillance through Twitter: an analysis of the 2012-2013 influenza epidemic
DA Broniatowski, MJ Paul, M Dredze
PloS one 8 (12), e83672, 2013
5392013
Beto, bentz, becas: The surprising cross-lingual effectiveness of BERT
S Wu, M Dredze
arXiv preprint arXiv:1904.09077, 2019
5322019
Annotating named entities in Twitter data with crowdsourcing
T Finin, W Murnane, A Karandikar, N Keller, J Martineau, M Dredze
Proceedings of the NAACL Workshop on Creating Speech and Text Language Data …, 2010
4592010
Creating speech and language data with amazon’s mechanical turk
C Callison-Burch, M Dredze
Proceedings of the NAACL HLT 2010 workshop on creating speech and language …, 2010
4302010
Combining search, social media, and traditional data sources to improve influenza surveillance
M Santillana, AT Nguyen, M Dredze, MJ Paul, EO Nsoesie, JS Brownstein
PLoS computational biology 11 (10), e1004513, 2015
4282015
Entity disambiguation for knowledge base population
M Dredze, P McNamee, D Rao, A Gerber, T Finin
Proceedings of the 23rd International Conference on Computational Linguistics, 2010
4072010
Separating fact from fear: Tracking flu infections on twitter
A Lamb, M Paul, M Dredze
Proceedings of the 2013 Conference of the North American Chapter of the …, 2013
3742013
Improving lexical embeddings with semantic knowledge
M Yu, M Dredze
Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014
3692014
Measuring post traumatic stress disorder in Twitter
G Coppersmith, C Harman, M Dredze
Proceedings of the international AAAI conference on web and social media 8 …, 2014
362*2014
Adaptive regularization of weight vectors
K Crammer, A Kulesza, M Dredze
Advances in neural information processing systems 22, 2009
3602009
Named entity recognition for chinese social media with jointly trained embeddings
N Peng, M Dredze
Proceedings of the 2015 conference on empirical methods in natural language …, 2015
3382015
CLPsych 2015 shared task: Depression and PTSD on Twitter
G Coppersmith, M Dredze, C Harman, K Hollingshead, M Mitchell
Proceedings of the 2nd workshop on computational linguistics and clinical …, 2015
3322015
From ADHD to SAD: Analyzing the language of mental health on Twitter through self-reported diagnoses
G Coppersmith, M Dredze, C Harman, K Hollingshead
Proceedings of the 2nd workshop on computational linguistics and clinical …, 2015
3262015
Discovering health topics in social media using topic models
MJ Paul, M Dredze
PloS one 9 (8), e103408, 2014
3072014
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