Publications

Punyajoy Saha, Divyanshu Sheth, Kushal Kedia, Binny Mathew, Animesh Mukherjee (2023). Rationale-Guided Few-Shot Classification to Detect Abusive Language. ECAI 2023.

Preprint Code Project

Punyajoy Saha, Kiran Garimella, Narla Komal Kalyana, Saurabh Kumar Pandeya, Pauras Mangesh Meher, Binny Mathew, Animesh Mukherjee (2023). On the rise of fear speech in online social media. PNAS.

Preprint PDF Code Project

Mithun Das, Rohit Raj, Punyajoy Saha, Binny Mathew, Manish Gupta, Animesh Mukherjee (2023). HateMM: A Multi-Modal Dataset for Hate Video Classification. ICWSM 2023.

Preprint PDF Code Project Project

Vikram Gupta, Sumegh Roychowdhury, Mithun Das, Somnath Banerjee, Punyajoy Saha, Binny Mathew, Hastagiri Prakash Vanchinathan, Animesh Mukherjee (2022). Multilingual Abusive Comment Detection at Scale for Indic Languages. LREC 2022.

Preprint Code Project Project

Millon Madhur Das, Punyajoy Saha, Mithun Das (2022). Which one is more toxic? Findings from Jigsaw Rate Severity of Toxic Comments. TRAC 2022.

Preprint Project Project

Punyajoy Saha, Kanishk Singh, Adarsh Kumar, Binny Mathew, Animesh Mukherjee (2022). CounterGeDi: A controllable approach to generate polite, detoxified and emotional counterspeech. IJCAI 2022.

Preprint Code Project

Mithun Das, Punyajoy Saha, Binny Mathew, Animesh Mukherjee (2022). HateCheckHIn: Evaluating Hindi Hate Speech Detection Models. LREC 2022.

Preprint Code Project Project

Mithun Das, Somnath Banerjee, Animesh Mukherjee (2022). Data Bootstrapping Approaches to Improve Low Resource Abusive Language Detection for Indic Languages. HT 2022.

Preprint PDF Code Project Project

Somnath Banerjee, Maulindu Sarkar, Punyajoy Saha, Mithun Das (2021). Exploring Transformer Based Models to Identify Hate Speech and Offensive Content in English and Indo-Aryan Languages. FIRE’21.

Project Project Source Document

Mithun Das, Somnath Banerjee, Punyajoy Saha (2021). Abusive and Threatening Language Detection in Urdu using Boosting based and BERT based models: A Comparative Approach. FIRE’21.

Code Project Source Document

Mithun Das, Punyajoy Saha, Ritam Dutt, Pawan Goyal, Animesh Mukherjee, Binny Mathew (2021). You too Brutus! Trapping Hateful Users in Social Media: Challenges, Solutions & Insights. HT 2021.

Preprint PDF Code Dataset Project Project

Debjoy Saha, Naman Paharia, Debajit Chakraborty, Punyajoy Saha, Animesh Mukherjee (2021). Hate-Alert@ DravidianLangTech-EACL2021: Ensembling strategies for Transformer-based Offensive language Detection. DravidianLangTech-EACL2021.

PDF Code Dataset Project Source Document

Punyajoy Saha, Binny Mathew, Kiran Garimella, Animesh Mukherjee (2021). Short is the Road that Leads from Fear to Hate: Fear Speech in Indian WhatsApp Groups. WWW 2021.

Preprint PDF Code Dataset Project Project

Poojitha Maheshappa, Binny Mathew, Punyajoy Saha (2021). Using Knowledge Graphs to Improve Hate Speech Detection. 8th ACM IKDD CODS and 26th COMAD.

PDF Project Source Document DOI

Binny Mathew, Punyajoy Saha, Seid Muhie Yimam, Chris Biemann, Pawan Goyal, Animesh Mukherjee (2020). HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection. AAAI 2021.

Preprint PDF Code Dataset Project

Binny Mathew, Anurag Illendula, Punyajoy Saha, Soumya Sarkar, Pawan Goyal, Animesh Mukherjee (2020). Hate begets Hate: A Temporal Study of Hate Speech. CSCW 2020.

Preprint PDF Code Project

Binny Mathew, Navish Kumar, Pawan Goyal, Animesh Mukherjee (2020). Interaction dynamics between hate and counter users on Twitter. CODS COMAD 2020.

Code Dataset Project Project Source Document

Sai Saketh Aluru, Binny Mathew, Punyajoy Saha, Animesh Mukherjee (2020). Deep Learning Models for Multilingual Hate Speech Detection. ECML-PKDD 2020.

Preprint PDF Code Dataset Project

Son T Luu, Hung P Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen (2020). Comparison Between Traditional Machine Learning Models And Neural Network Models For Vietnamese Hate Speech Detection. arXiv preprint arXiv:2002.00759.

Source Document

admin (2019). An example preprint / working paper.

PDF Code Dataset Poster Slides Video Source Document Custom Link

Wafa Alorainy, Pete Burnap, Han Liu, Matthew L Williams (2019). “The Enemy Among Us” Detecting Cyber Hate Speech with Threats-based Othering Language Embeddings. ACM Transactions on the Web (TWEB).

Source Document

Thai Binh Nguyen, Quang Minh Nguyen, Thu Hien Nguyen, Ngoc Phuong Pham, The Loc Nguyen, Quoc Truong Do (2019). VAIS Hate Speech Detection System: A Deep Learning based Approach for System Combination. arXiv preprint arXiv:1910.05608.

Source Document

Binny Mathew, Punyajoy Saha, Hardik Tharad, Subham Rajgaria, Prajwal Singhania, Suman Kalyan Maity, Pawan Goyal, Animesh Mukherjee (2019). Thou shalt not hate: Countering online hate speech. Proceedings of the International AAAI Conference on Web and Social Media.

PDF Code Dataset Project Source Document

Maarten Sap, Dallas Card, Saadia Gabriel, Yejin Choi, Noah A Smith (2019). The risk of racial bias in hate speech detection. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics.

Source Document

Binny Mathew, Ritam Dutt, Pawan Goyal, Animesh Mukherjee (2019). Spread of hate speech in online social media. Proceedings of the 10th ACM Conference on Web Science.

Code Project Source Document

Valerio Basile, Cristina Bosco, Elisabetta Fersini, Debora Nozza, Viviana Patti, Francisco Manuel Rangel Pardo, Paolo Rosso, Manuela Sanguinetti (2019). Semeval-2019 task 5: Multilingual detection of hate speech against immigrants and women in twitter. Proceedings of the 13th International Workshop on Semantic Evaluation.

Source Document

Sylvia Jaki, Tom De Smedt (2019). Right-wing German hate speech on Twitter: Analysis and automatic detection. arXiv preprint arXiv:1910.07518.

Source Document

Thomas Mandl, Sandip Modha, Prasenjit Majumder, Daksh Patel, Mohana Dave, Chintak Mandlia, Aditya Patel (2019). Overview of the hasoc track at fire 2019: Hate speech and offensive content identification in indo-european languages. Proceedings of the 11th Forum for Information Retrieval Evaluation.

Source Document

Jing Qian, Mai ElSherief, Elizabeth Belding, William Yang Wang (2019). Learning to Decipher Hate Symbols. arXiv preprint arXiv:1904.02418.

Source Document

Punyajoy Saha, Binny Mathew, Pawan Goyal, Animesh Mukherjee (2019). HateMonitors: Language Agnostic Abuse Detection in Social Media. arXiv preprint arXiv:1909.12642.

Preprint PDF Code Dataset Project

Natalie Alkiviadou (2019). Hate speech on social media networks: towards a regulatory framework?. Information & Communications Technology Law.

Ziqi Zhang, Lei Luo (2019). Hate speech detection: A solved problem? the challenging case of long tail on twitter. Semantic Web.

Source Document

Tin Van Huynh, Vu Duc Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Anh Gia-Tuan Nguyen (2019). Hate Speech Detection on Vietnamese Social Media Text using the Bi-GRU-LSTM-CNN Model. arXiv preprint arXiv:1911.03644.

Source Document

Katharine Gelber (2019). Differentiating hate speech: a systemic discrimination approach. Critical Review of International Social and Political Philosophy.

Areej Al-Hassan, Hmood Al-Dossari (2019). Detection of hate speech in social networks: a survey on multilingual corpus. 6th International Conference on Computer Science and Information Technology.

Source Document

Yi-Ling Chung, Elizaveta Kuzmenko, Serra Sinem Tekiroglu, Marco Guerini (2019). CONAN--COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech. arXiv preprint arXiv:1910.03270.

Source Document

Arijit Ghosh Chowdhury, Aniket Didolkar, Ramit Sawhney, Rajiv Shah (2019). ARHNet-Leveraging Community Interaction for Detection of Religious Hate Speech in Arabic. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop.

Source Document

Jing Qian, Anna Bethke, Yinyin Liu, Elizabeth Belding, William Yang Wang (2019). A benchmark dataset for learning to intervene in online hate speech. arXiv preprint arXiv:1909.04251.

Source Document

Savvas Zannettou, Barry Bradlyn, Emiliano De Cristofaro, Haewoon Kwak, Michael Sirivianos, Gianluca Stringini, Jeremy Blackburn (2018). What is gab: A bastion of free speech or an alt-right echo chamber. Companion Proceedings of the The Web Conference 2018.

Source Document

Sarah Eissa (2018). Use of hate speech in Arabic language newspapers.

Source Document

Zewdie Mossie, Jenq-Haur Wang, Dhinaharan Nagamalai (2018). Social Network Hate Speech Detection for Amharic Language. Computer Science & Information Technology.

Source Document

Antigoni Maria Founta, Constantinos Djouvas, Despoina Chatzakou, Ilias Leontiadis, Jeremy Blackburn, Gianluca Stringhini, Athena Vakali, Michael Sirivianos, Nicolas Kourtellis (2018). Large scale crowdsourcing and characterization of twitter abusive behavior. Twelfth International AAAI Conference on Web and Social Media.

Source Document

Punyajoy Saha, Binny Mathew, Pawan Goyal, Animesh Mukherjee (2018). Hateminers: Detecting hate speech against women. arXiv preprint arXiv:1812.06700.

Preprint PDF Code Dataset Project

James Weinstein (2018). Hate speech, pornography, and radical attacks on free speech doctrine.

Ona de Gibert, Naiara Perez, Aitor Garcia-Pablos, Montse Cuadros (2018). Hate speech dataset from a white supremacy forum. arXiv preprint arXiv:1809.04444.

Source Document

Mai ElSherief, Vivek Kulkarni, Dana Nguyen, William Yang Wang, Elizabeth Belding (2018). Hate lingo: A target-based linguistic analysis of hate speech in social media. Twelfth International AAAI Conference on Web and Social Media.

Source Document

M Ali Fauzi, Anny Yuniarti (2018). Ensemble method for indonesian twitter hate speech detection. Indonesian Journal of Electrical Engineering and Computer Science.

Source Document

Ziqi Zhang, David Robinson, Jonathan Tepper (2018). Detecting hate speech on twitter using a convolution-gru based deep neural network. European semantic web conference.

Source Document

Nuha Albadi, Maram Kurdi, Shivakant Mishra (2018). Are they our brothers? Analysis and detection of religious hate speech in the Arabic Twittersphere. 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Source Document

Manuela Sanguinetti, Fabio Poletto, Cristina Bosco, Viviana Patti, Marco Stranisci (2018). An italian twitter corpus of hate speech against immigrants. Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018).

Source Document

Paula Fortuna, Sergio Nunes (2018). A survey on automatic detection of hate speech in text. ACM Computing Surveys (CSUR).

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Imran Awan, Irene Zempi (2017). ‘I will blow your face OFF’—VIRTUAL and physical world anti-muslim hate crime. The British Journal of Criminology.

Source Document

Bjorn Gamback, Utpal Kumar Sikdar (2017). Using convolutional neural networks to classify hate-speech. Proceedings of the first workshop on abusive language online.

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Lei Gao, Alexis Kuppersmith, Ruihong Huang (2017). Recognizing explicit and implicit hate speech using a weakly supervised two-path bootstrapping approach. arXiv preprint arXiv:1710.07394.

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Bjorn Ross, Michael Rist, Guillermo Carbonell, Benjamin Cabrera, Nils Kurowsky, Michael Wojatzki (2017). Measuring the reliability of hate speech annotations: The case of the european refugee crisis. arXiv preprint arXiv:1701.08118.

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Ika Alfina, Rio Mulia, Mohamad Ivan Fanany, Yudo Ekanata (2017). Hate speech detection in the indonesian language: A dataset and preliminary study. 2017 International Conference on Advanced Computer Science and Information Systems (ICACSIS).

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Fabio Poletto, Marco Stranisci, Manuela Sanguinetti, Viviana Patti, Cristina Bosco (2017). Hate speech annotation: Analysis of an italian twitter corpus. 4th Italian Conference on Computational Linguistics, CLiC-it 2017.

Source Document

Fabio Del Vigna12, Andrea Cimino23, Felice Dell’Orletta, Marinella Petrocchi, Maurizio Tesconi (2017). Hate me, hate me not: Hate speech detection on facebook. Proceedings of the First Italian Conference on Cybersecurity (ITASEC17).

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Neil Chakraborti (2017). Hate Crime: concepts, policy, future directions.

Aoife O’Neill (2017). Hate Crime, England and Wales. Statistical bulletin.

Source Document

Madeline Masucci, Lynn Langton (2017). Hate crime victimization, 2004-2015. Washington, DC, US Department of Justice Office of Justice Programs Bureau of Justice Statistics.

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Phyllis B Gerstenfeld (2017). Hate Crime. The Wiley Handbook of Violence and Aggression.

Lei Gao, Ruihong Huang (2017). Detecting online hate speech using context aware models. arXiv preprint arXiv:1710.07395.

Source Document

Shervin Malmasi, Marcos Zampieri (2017). Detecting hate speech in social media. arXiv preprint arXiv:1712.06427.

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Pinkesh Badjatiya, Shashank Gupta, Manish Gupta, Vasudeva Varma (2017). Deep learning for hate speech detection in tweets. Proceedings of the 26th International Conference on World Wide Web Companion.

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Thomas Davidson, Dana Warmsley, Michael Macy, Ingmar Weber (2017). Automated hate speech detection and the problem of offensive language. Eleventh international aaai conference on web and social media.

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Anna Schmidt, Michael Wiegand (2017). A survey on hate speech detection using natural language processing. Proceedings of the Fifth International Workshop on Natural Language Processing for Social Media.

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Mainack Mondal, Leandro Araujo Silva, Fabricio Benevenuto (2017). A measurement study of hate speech in social media. Proceedings of the 28th ACM Conference on Hypertext and Social Media.

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Carmen Aguilera-Carnerero, Abdul Halik Azeez (2016). ‘Islamonausea, not Islamophobia’: The many faces of cyber hate speech. Journal of Arab & Muslim media research.

Jason Chan, Anindya Ghose, Robert Seamans (2016). The internet and racial hate crime: Offline spillovers from online access. MIS Quarterly.

Source Document

Imran Awan, Irene Zempi (2016). The affinity between online and offline anti-Muslim hate crime: Dynamics and impacts. Aggression and violent behavior.

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John R Blosnich, Mary C Marsiglio, Shasha Gao, Adam J Gordon, Jillian C Shipherd, Michael Kauth, George R Brown, Michael J Fine (2016). Mental health of transgender veterans in US states with and without discrimination and hate crime legal protection. American journal of public health.

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Zeerak Waseem, Dirk Hovy (2016). Hateful symbols or hateful people? predictive features for hate speech detection on twitter. Proceedings of the NAACL student research workshop.

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Mark Walters, Rupert Brown, Susann Wiedlitzka (2016). Causes and motivations of hate crime. Equality and Human Rights Commission research report.

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Zeerak Waseem (2016). Are you a racist or am i seeing things? annotator influence on hate speech detection on twitter. Proceedings of the first workshop on NLP and computational social science.

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Gail B Murrow, Richard Murrow (2016). A valid question: Could hate speech condition bias in the brain?. Journal of Law and the Biosciences.

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Stephan Tulkens, Lisa Hilte, Elise Lodewyckx, Ben Verhoeven, Walter Daelemans (2016). A dictionary-based approach to racism detection in dutch social media. arXiv preprint arXiv:1608.08738.

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Wilson Jeffrey Maloba (2014). Use of regular expressions for multi-lingual detection of hate speech in Kenya. iLabAfrica.