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In this paper we examine methods to detect hate speech in social media, while distinguishing this from general profanity.
A study of cross-validation and bootstrap for accuracy estimation and model selection
Ron Kohavi. 1995 · 1995
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Latent Dirichlet Allocation
David M Blei, Andrew Y Ng, and Michael I Jordan. 2003 · 2003
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LIBLINEAR: A Library for Large Linear Classification
Rong-En Fan, Kai-Wei Chang, Cho-Jui Hsieh, Xiang-Rui Wang, and Chih-Jen Lin. 2008 · 2008
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Modeling the detection of textual cyberbullying
Karthik Dinakar, Roi Reichart, and Henry Lieberman. 2011 · 2011
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Learning from bullying traces in social media
Jun-Ming Xu, Kwang-Sung Jun, Xiaojin Zhu, and Amy Bellmore. 2012 · 2012
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Locate the hate: Detecting tweets against blacks
Irene Kwok and Yuzhou Wang. 2013 · 2013
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Cyber hate speech on twitter: An application of machine classification and statistical modeling for policy and decision making
Pete Burnap and Matthew L Williams. 2015 · 2015
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Hate speech detection with comment embeddings
Nemanja Djuric, Jing Zhou, Robin Morris, Mihajlo Grbovic, Vladan Radosavljevic, and Narayan Bhamidipati. 2015 · 2015
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Measuring Feature Diversity in Native Language Identification
Shervin Malmasi and Aoife Cahill. 2015 · 2015
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Large-scale Native Language Identification with Cross-Corpus Evaluation
Shervin Malmasi and Mark Dras. 2015 · 2015
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Oracle and Human Baselines for Native Language Identification
Shervin Malmasi, Joel Tetreault, and Mark Dras. 2015 · 2015
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Discriminating Similar Languages: Evaluations and Explorations
Cyril Goutte, Serge Léger, Shervin Malmasi, and Marcos Zampieri. 2016 · 2016
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Ltg at semeval-2016 task 11: Complex word identification with classifier ensembles
Shervin Malmasi, Mark Dras, and Marcos Zampieri. 2016a · 2016
Cited alongside, same era.
Abusive Language Detection in Online User Content
Chikashi Nobata, Joel Tetreault, Achint Thomas, Yashar Mehdad, and Yi Chang. 2016 · 2016
Automated Hate Speech Detection and the Problem of Offensive Language
Thomas Davidson, Dana Warmsley, Michael Macy, and Ingmar Weber. 2017 · 2017
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Legal Framework, Dataset and Annotation Schema for Socially Unacceptable On-line Discourse Practices in Slovene
Darja Fišer, Tomaž Erjavec, and Nikola Ljubešić. 2017 · 2017
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Native Language Identification using Stacked Generalization
Shervin Malmasi and Mark Dras. 2017 · 2017
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German Dialect Identification in Interview Transcriptions
Shervin Malmasi and Marcos Zampieri. 2017 · 2017
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Abusive Language Detection on Arabic Social Media
Hamdy Mubarak, Darwish Kareem, and Magdy Walid. 2017 · 2017
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A Survey on Hate Speech Detection Using Natural Language Processing
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Measuring the Reliability of Hate Speech Annotations: The Case of the European Refugee Crisis
Björn Ross, Michael Rist, Guillermo Carbonell, Benjamin Cabrera, Nils Kurowsky, and Michael Wojatzki. 2016 · 2016
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A Dictionary-based Approach to Racism Detection in Dutch Social Media
Stéphan Tulkens, Lisa Hilte, Elise Lodewyckx, Ben Verhoeven, and Walter Daelemans. 2016 · 2016
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Predicting Post Severity in Mental Health Forums
Shervin Malmasi, Marcos Zampieri, and Mark Dras. 2016b
Cited in the paper.
Modeling language change in historical corpora: the case of Portuguese
Marcos Zampieri, Shervin Malmasi, and Mark Dras. 2016a
Cited in the paper.
A Computational Approach to the Study of Portuguese Newspapers Published in Macau
Marcos Zampieri, Shervin Malmasi, Octavia-Maria Sulea, and Liviu P Dinu. 2016b
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Anna Schmidt and Michael Wiegand. 2017 · 2017
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Rephrasing Profanity in Chinese Text
Huei-Po Su, Chen-Jie Huang, Hao-Tsung Chang, and Chuan-Jie Lin. 2017 · 2017
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