Offensive language in reactions to public figures in polarised discourse online

References

1. Alvanoudi, Angeliki
   2024 “Conventionalized impoliteness formulae in third-party assessments.” Journal of Language Aggression and Conflict. 10.1075/jlac.00126.alv
   https://doi.org/10.1075/jlac.00126.alv [Google Scholar]
2. Bächtinger, Andre, and John Parkinson
   2019 Mapping and Measuring Deliberation. Towards a New Deliberative Quality. Oxford: Oxford University Press. 10.1093/oso/9780199672196.001.0001
   https://doi.org/10.1093/oso/9780199672196.001.0001 [Google Scholar]
3. Bentivegna, Sara, and Rossella Rega
   2022 “Searching for the Dimensions of Today’s Political Incivility.” Social Media + Society(): –.
   [Google Scholar]
4. Brown, Penelope, and Stephen C. Levinson
   1987 Politeness: Some Universals in Language Usage. Cambridge: Cambridge University Press. 10.1017/CBO9780511813085
   https://doi.org/10.1017/CBO9780511813085 [Google Scholar]
5. Budzynska, Katarzyna, Marcin Koszowy, Ewelina Gajewska, Maciej Kulik, and Maciej Uberna
   2024 “A Computational Method for Quantitative Analysis of Ethos.” InA. Hess and J. E. Kjeldsen (eds.), Ethos and Technology. New York, Abingdon, Oxon: Routledge. 10.4324/9781032688503‑7
   https://doi.org/10.4324/9781032688503-7 [Google Scholar]
6. Burke, Shani, Parisa Diba, and Georgios A. Antonopoulos
   2020 “‘You Sick, Twisted Messes’: The Use of Argument and Reasoning in Islamophobic and anti-Semitic Discussions on Facebook.” Discourse & Society(): –.
   [Google Scholar]
7. Camacho-Collados, Jose, Kiamehr Rezaee, Talayeh Riahi, Asahi Ushio, Daniel Loureiro, Dimosthenis Antypas, Joanne Boisson, Luis Espinosa-Anke, Fangyu Liu, Eugenio Martínez-Cámara, Gonzalo Medina, Thomas Buhrmann, Leonardo Neves, and Francesco Barbieri
   2022 “TweetNLP: Cutting-Edge Natural Language Processing for Social Media.” InW. Che, and E. Shutova (eds.). Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, –. Abu Dhabi: Association for Computational Linguistics. https://aclanthology.org/2022.emnlp-demos.5. 10.18653/v1/2022.emnlp‑demos.5
   https://doi.org/10.18653/v1/2022.emnlp-demos.5 [Google Scholar]
8. Carvalho, Paula, Danielle Caled, Claudia Silva, Fernando Batista, and Ricardo Ribeiro
   2023 “The Expression of Hate Speech Against Afro-Descendant, Roma, and LGBTQ+ Communities in YouTube Comments.” Journal of Language Aggression and Conflict(): –.
   [Google Scholar]
9. Castano-Pulgarín, Sergio A., Natalia Suárez-Betancur, Luz M. Tilano Vega, and Harvey M. Herrera López
   2021 “Internet, Social Media and Online Hate Speech: Systematic Review.” Aggression and Violent Behavior: –. 10.1016/j.avb.2021.101608
   https://doi.org/10.1016/j.avb.2021.101608 [Google Scholar]
10. Chatzakou, Despoina, Nicolas Kourtellis, Jeremy Blackburn, Emiliano De Cristofaro, Gianluca Stringhini, and Athena Vakali
    2017 “Mean Birds: Detecting Aggression and Bullying on Twitter.” InWebSci ’17: Proceedings of the 2017 ACM on Web Science Conference, –. 10.1145/3091478.3091487
    https://doi.org/10.1145/3091478.3091487 [Google Scholar]
11. Chojnicka, Joanna
    2013 “Nazis vs. Occupants: The Language of Ethnic Conflict in Latvian Parliamentary Debates.” Journal of Language Aggression and Conflict(): –. 10.1075/jlac.1.2.05cho
    https://doi.org/10.1075/jlac.1.2.05cho [Google Scholar]
12. Cohen, Jacob
    2018 “A Coefficient of Agreement for Nominal Scales.” Educational and Psychological Measurement(): –. 10.1177/001316446002000104
    https://doi.org/10.1177/001316446002000104 [Google Scholar]
13. Culpeper, Jonathan
    2011 Impoliteness: Using Language to Cause Offence. Cambridge: Cambridge University Press. 10.1017/CBO9780511975752
    https://doi.org/10.1017/CBO9780511975752 [Google Scholar]
14. Davidson, Thomas, Dana Warmsley, Michael Macy, and Ingmar Weber
    2017 “Automated Hate Speech Detection and the Problem of Offensive Language.” InProceedings of the Eleventh International AAAI Conference on Web and Social Media (ICWSM 2017), –. 10.1609/icwsm.v11i1.14955
    https://doi.org/10.1609/icwsm.v11i1.14955 [Google Scholar]
15. De Gibert, Ona, Naiara Perez, Aitor García-Pablos, and Montse Quadros
    2018 “Hate Speech Dataset from a White Supremacy Forum.” arXiv preprint arXiv:1809.04444. 10.18653/v1/W18‑5102
    https://doi.org/10.18653/v1/W18-5102 [Google Scholar]
16. Druckman, James N., Erik Peterson, and Rune Slothuus
    2013 “How Elite Partisan Polarization Affects Public Opinion Formation.” American Political Science Review(): –. 10.1017/S0003055412000500
    https://doi.org/10.1017/S0003055412000500 [Google Scholar]
17. Dynel, Marta
    2012 “Swearing Methodologically: The (Im)Politeness of Expletives in Anonymous Commentaries on YouTube.” Journal of English Studies: –. 10.18172/jes.179
    https://doi.org/10.18172/jes.179 [Google Scholar]
18. ElSherief, Mai, Shirin Nilizadeh, Dana Nguyen, Giovanni Vigna, and Elizabeth Belding
    2018 “Peer to Peer Hate: Hate Speech Instigators and their Targets.” InProceedings of the Twelfth International AAAI Conference on Web and Social Media, –. 10.1609/icwsm.v12i1.15038
    https://doi.org/10.1609/icwsm.v12i1.15038 [Google Scholar]
19. Eschmann, Rob, Jacob Groshek, Rachel Chanderdatt, Khea Chang, and Maysa Whyte
    2020 “Making a Microaggression: Using Big Data and Qualitative Analysis to Map the Reproduction and Disruption of Microaggressions Through Social Media.” Social Media + Society(): –. 10.1177/2056305120975716
    https://doi.org/10.1177/2056305120975716 [Google Scholar]
20. Falkenberg, Max, Alessandro Galeazzi, Maddalena Torricelli, Niccolò Di Marco, Francesca Larosa, Madalina Sas, Amin Mekacher, Warren Pearce, Fabiana Zollo, Walter Quattrociocchi, and Andrea Baronchelli
    2022 “Growing Polarization around Climate Change on Social Media.” Nature Climate Change: –. 10.1038/s41558‑022‑01527‑x
    https://doi.org/10.1038/s41558-022-01527-x [Google Scholar]
21. Frimer, Jeremy A., and Linda J. Skitka
    2018 “The Montagu Principle: Incivility Decreases Politicians’ Public Approval, even with their Political Base.” Journal of Personality and Social Psychology(): –. 10.1037/pspi0000140
    https://doi.org/10.1037/pspi0000140 [Google Scholar]
22. Gaupp, Franziska, and Sibel Eker
    2024 “Climate Activism, Social Media and Behavioural Change: A Literature Review.” (IIASA Working Paper).
    [Google Scholar]
23. Gervais, Bryan T.
    2020 “More than Mimicry? The Role of Anger in Uncivil Reactions to Elite Political Incivility.” International Journal of Public Opinion Research(): –.
    [Google Scholar]
24. Gorrell, Genevieve, Mehmet E. Bakir, Ian Roberts, Mark A. Greenwood, and Kalina Bontcheva
    2020 “Online Abuse Toward Candidates During the UK General Election 2019.” arXiv preprint arXiv:2001.08686.
    [Google Scholar]
25. Hardaker, Claire, and Sage L. Graham
    2017 “(Im)politeness in Digital Communication.” InJonathan Culpeper, Michael Haugh, and Dániel Z. Kádár (eds.), The Palgrave Handbook of Linguistic (Im)politeness. London: Palgrave Macmillan, –.
    [Google Scholar]
26. Hong, Traci, Zilu Tang, Manyuan Lu, Yunwen Wang, Jiaxi Wu, and Derry Wijaya
    2023 “Effects of Coronavirus Content Moderation on Misinformation and Anti-Asian Hate on Instagram.” New Media & Society(): –.
    [Google Scholar]
27. James, David V., Frank Farnham, Seema Sukhwal, Katherine Jones, Josephine Carlisle, and Sara Henley
    2016 “Aggressive/Intrusive Behaviours, Harassment and Stalking of Members of the United Kingdom Parliament: A Prevalence Study and Cross-National Comparison.” The Journal of Forensic Psychiatry and Psychology(): –. 10.1080/14789949.2015.1124908
    https://doi.org/10.1080/14789949.2015.1124908 [Google Scholar]
28. Jaszczyk-Grzyb, Magdalena, Anna Szczepaniak-Kozak, and Sylwia Adamczak-Krzysztofowicz
    2023 “A Corpus-Assisted Critical Discourse Analysis of Hate Speech in German and Polish Social Media Posts.” Moderna Språk(): –. 10.58221/mosp.v117i1.11518
    https://doi.org/10.58221/mosp.v117i1.11518 [Google Scholar]
29. Jay, Timothy, and Kristin Janschewitz
    2008 “The Pragmatics of Swearing.” Journal of Politeness Research(): –. 10.1515/JPLR.2008.013
    https://doi.org/10.1515/JPLR.2008.013 [Google Scholar]
30. Karapetjana, Indra, Gunta Roziņa, and Margarita Spirida
    2023 “Critical Discourse Analysis of Hate Speech from a Linguistic Perspective.” Meaning and Form: –. 10.22364/vnf.14.06
    https://doi.org/10.22364/vnf.14.06 [Google Scholar]
31. Kelleher, John D., and Brendan Tierney
    2018 Data Science. The MIT Press. 10.7551/mitpress/11140.001.0001
    https://doi.org/10.7551/mitpress/11140.001.0001 [Google Scholar]
32. Kramer, Adam D. I., Jamie E. Guillory, J. E., and Jeffrey T. Hancock
    2014 “Experimental Evidence of Massive Scale Emotional Contagion through Social Networks.” Proceedings of the National Academy of Sciences of the United States of America(): –. 10.1073/pnas.1320040111
    https://doi.org/10.1073/pnas.1320040111 [Google Scholar]
33. Landowska, Alina, Katarzyna Budzynska, and He Zhang
    2024 “Quantitative and Qualitative Analysis of Moral Foundations in Argumentation.” Argumentation: –. 10.1007/s10503‑024‑09636‑x
    https://doi.org/10.1007/s10503-024-09636-x [Google Scholar]
34. Lawrence, John, Rory Duthie, Katarzyna Budzynska, and Chris Reed
    2016 “Argument Analytics.” InComputational Models of Argument. Proceedings from the Sixth International Conference on Computational Models of Argument (COMMA), –. IOS Press. 10.3233/978‑1‑61499‑686‑6‑371
    https://doi.org/10.3233/978-1-61499-686-6-371 [Google Scholar]
35. Lawrence, John, Mark Snaith, Barbara Konat, Katarzyna Budzynska, and Chris Reed
    2017 “Debating Technology for Dialogical Argument: Sensemaking, Engagement, and Analytics.” ACM Transactions on Internet Technology (TOIT)(): –. 10.1145/3032989
    https://doi.org/10.1145/3032989 [Google Scholar]
36. Leech, Geoffrey N.
    1983 Principles of Pragmatics. London, New York: Longman.
    [Google Scholar]
37. Leezenberg, Michiel
    2015 “Discursive Violence and Responsibility: Notes on the Pragmatics of Dutch Populism.” Journal of Language Aggression and Conflict(): –. 10.1075/jlac.3.1.09lee
    https://doi.org/10.1075/jlac.3.1.09lee [Google Scholar]
38. Leiserowitz, Anthony, Edward Maibach, Seth Rosenthal, John Kotcher, Parrish Bergquist, Abel Gustafson, Matthew Ballew, and Matthew Goldberg
    2019 Climate Activism: Beliefs, Attitudes, and Behaviors ― November 2019. New Haven, CT: Yale University and George Mason University.
    [Google Scholar]
39. Lepoutre, Maxime, Sara Vilar-Lluch, Emma Borg, and Nat Hansen
    2024 “What is Hate Speech? The Case for a Corpus Approach.” Criminal Law and Philosophy: –. 10.1007/s11572‑023‑09675‑7
    https://doi.org/10.1007/s11572-023-09675-7 [Google Scholar]
40. Locher, Miriam A., and Richard J. Watts
    2005 “Politeness Theory and Relational Work.” Journal of Politeness Research(): –. 10.1515/jplr.2005.1.1.9
    https://doi.org/10.1515/jplr.2005.1.1.9 [Google Scholar]
41. Loureiro, Daniel, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, and Jose Camacho-Collados
    2022 “TimeLMs: Diachronic Language Models from Twitter.” InProceedings of the 60th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, –. Dublin: Association for Computational Linguistics. https://aclanthology.org/2022.acl-demo.25. 10.18653/v1/2022.acl‑demo.25
    https://doi.org/10.18653/v1/2022.acl-demo.25 [Google Scholar]
42. Määttä, Simo
    2023 “Linguistic and Discursive Properties of Hate Speech and Speech Facilitating the Expression of Hatred: Evidence from Finnish and French Online Discussion Boards.” Internet Pragmatics(): –. 10.1075/ip.00094.maa
    https://doi.org/10.1075/ip.00094.maa [Google Scholar]
43. Maisto, Alessandro, Serena Pelosi, Simonetta Vietri, and Pierluigi Vitale
    2017 “Mining Offensive Language on Social Media.” InProceedings of the Fourth Italian Conference on Computational Linguistics CLiC-it, –. 10.4000/books.aaccademia.2441
    https://doi.org/10.4000/books.aaccademia.2441 [Google Scholar]
44. Mathew, Binny, Ritam Dutt, Pawan Goyal, and Animesh Mukherjee
    2019 “Spread of Hate Speech in Online Social Media.” InWebSci ’19: Proceedings of the 10th ACM Conference on Web Science, –. 10.1145/3292522.3326034
    https://doi.org/10.1145/3292522.3326034 [Google Scholar]
45. Mathew, Binny, Anurag Illendula, Punyajoy Saha, Soumya Sarkar, Pawan Goyal, and Animesh Mukherjee
    2020 “Hate Begets Hate: A Temporal Study of Hate Speech.” InProceedings of the ACM on Human-Computer Interaction, volume, –. 10.1145/3415163
    https://doi.org/10.1145/3415163 [Google Scholar]
46. Meutia, Rita, and Bambang Gulyanto
    2022 “Verbal Aggressiveness against Public Figures’ Language: An Analysis of Tweeps’ Comments on Twitter.” Asian Journal of Behavioural Sciences(): –.
    [Google Scholar]
47. Mondal, Mainack, Leandro Araújo Silva, and Fabricio Benevenuto
    2017 “A Measurement Study of Hate Speech in Social Media.” InHT ’17: Proceedings of the 28th ACM Conference on Hypertext and Social Media, –. 10.1145/3078714.3078723
    https://doi.org/10.1145/3078714.3078723 [Google Scholar]
48. Parkinson, John, and Jane Mansbridge
    2012 Deliberative Systems: Deliberative Democracy at the Large Scale. Cambridge: Cambridge University Press. 10.1017/CBO9781139178914
    https://doi.org/10.1017/CBO9781139178914 [Google Scholar]
49. Park, Chang S., Qian Liu, and Barbara K. Kaye
    2021 “Analysis of Ageism, Sexism, and Ableism in User Comments on YouTube Videos about Climate Activist Greta Thunberg.” Social Media + Society(): –. 10.1177/20563051211036059
    https://doi.org/10.1177/20563051211036059 [Google Scholar]
50. Parvaresh, Vahid
    2023 “Covertly Communicated Hate Speech: A Corpus-Assisted Pragmatic Study.” Journal of Pragmatics: –. 10.1016/j.pragma.2022.12.009
    https://doi.org/10.1016/j.pragma.2022.12.009 [Google Scholar]
51. Pengelly, Martin
    2020 “Mike Bloomberg Rocked by Re-Emergence of Sexist Remarks.” The Guardian. URLhttps://www.theguardian.com/us-news/2020/feb/15/michael-bloomberg-booklet-sexist-remarks-abortion (visited: 2024-04-23).
    [Google Scholar]
52. Pereira-Fariña, Martin, Marcin Koszowy, and Katarzyna Budzynska
    2022 “It Was Never Just About The Statue: Ethos of Historical Figures in Public Debates on Contested Cultural Objects.” Discourse and Society(): –. 10.1177/09579265221088143
    https://doi.org/10.1177/09579265221088143 [Google Scholar]
53. Plaza del Arco, Flor M., Sercan Halat, Sebastian Padó, and Roman Klinger
    2022 “Multi-Task Learning with Sentiment, Emotion, and Target Detection to Recognize Hate Speech and Offensive Language.” arXiv:2109.10255v4.
    [Google Scholar]
54. Rasulo, Margaret
    2021 “Are Gold Hoop Earrings and a Dab of Red Lipstick Enough to Get Even Democrats on the Offensive? The Case of Alexandria Ocasio-Cortez.” Journal of Language Aggression and Conflict(): –. 10.1075/jlac.00057.ras
    https://doi.org/10.1075/jlac.00057.ras [Google Scholar]
55. Rega, Rossella, Rita Marchetti, and Anna Stanziano
    2023 “Incivility in Online Discussion: An Examination of Impolite and Intolerant Comments.” Social Media + Society(): –. 10.1177/20563051231180638
    https://doi.org/10.1177/20563051231180638 [Google Scholar]
56. Retta, Mattia
    2023 “A Pragmatic and Discourse Analysis of Hate Words on Social Media.” Internet Pragmatics(): –. 10.1075/ip.00096.ret
    https://doi.org/10.1075/ip.00096.ret [Google Scholar]
57. Riedl, Martin J., Katie Joseff, Stu Soorholtz, and Samuel Woolley
    2022 “Platformed Antisemitism on Twitter: Anti-Jewish Rhetoric in Political Discourse Surrounding the 2018 US Midterm Election.” New Media & Society(): –.
    [Google Scholar]
58. Rodríguez, Axel, Carlos Argueta, and Yi-Ling Chen
    2019 “Automatic Detection of Hate Speech on Facebook Using Sentiment and Emotion Analysis.” In2019 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), –. 10.1109/ICAIIC.2019.8669073
    https://doi.org/10.1109/ICAIIC.2019.8669073 [Google Scholar]
59. Rösner, Leonie, and Nicole C. Krämer
    2016 “Verbal Venting in the Social Web: Effects of Anonymity and Group Norms on Aggressive Language Use in Online Comments.” Social Media + Society(): –. 10.1177/2056305116664220
    https://doi.org/10.1177/2056305116664220 [Google Scholar]
60. Schäfer, Mike S., and Peter North
    2019 “Are Social Media Making Constructive Climate Policymaking Harder?” InContemporary Climate Change Debates, edited byMike Hulme, –. London: Routledge. 10.4324/9780429446252‑16
    https://doi.org/10.4324/9780429446252-16 [Google Scholar]
61. Schroeter, Melani
    2018 “How Words Behave in Other Languages: The Use of German Nazi Vocabulary in English.” Pragmatics and Society(): –. 10.1075/ps.16027.sch
    https://doi.org/10.1075/ps.16027.sch [Google Scholar]
62. Simchon, Almog, William J. Brady, and Jay J. Van Bavel
    2022 “Troll and Divide: The Language of Online Polarization.” PNAS Nexus(): –. 10.1093/pnasnexus/pgac019
    https://doi.org/10.1093/pnasnexus/pgac019 [Google Scholar]
63. Stahel, Lea, and Dirk Baier
    2023 “Digital Hate Speech Experiences Across Age Groups and their Impact on Well-Being: A Nationally Representative Survey in Switzerland.” Cyberpsychology, Behavior, and Social Networking(): –. 10.1089/cyber.2022.0185
    https://doi.org/10.1089/cyber.2022.0185 [Google Scholar]
64. Teneketzi, Korallia
    2021 “Impoliteness across Social Media Platforms: A Comparative Study of Conflict on YouTube and Reddit.” Journal of Language Aggression and Conflict(): –. 10.1075/jlac.00066.ten
    https://doi.org/10.1075/jlac.00066.ten [Google Scholar]
65. Terkourafi, Marina, Lydia Catedral, Iftikhar Haider, Farzad Karimzad, Jeriel Melgares, Cristina Mostacero-Pinilla, Julie Nelson, and Benjamin Weissman
    2018 “Uncivil Twitter: A Sociopragmatic Analysis.” Journal of Language Aggression and Conflict(): –. 10.1075/jlac.00002.ter
    https://doi.org/10.1075/jlac.00002.ter [Google Scholar]
66. Theocharis, Yannis, Pablo Barberá, Zoltán Fazekas, and Sebastian A. Popa
    2020 “The Dynamics of Political Incivility on Twitter.” Sage Open–. 10.1177/2158244020919447
    https://doi.org/10.1177/2158244020919447 [Google Scholar]
67. Thomas-Walters, Laura, Eric G. Scheuch, Abby Ong, and Matthew H. Goldberg
    2025 “The Impacts of Climate Activism.” Current Opinion in Behavioral Sciences: 101498. 10.1016/j.cobeha.2025.101498
    https://doi.org/10.1016/j.cobeha.2025.101498 [Google Scholar]
68. Vasist, Pramukh N., Debashis Chatterjee, and Satish Krishnan
    2023 “The Polarizing Impact of Political Disinformation and Hate Speech: A Cross-Country Configural Narrative.” Information Systems Frontiers(): –.
    [Google Scholar]
69. Vergani, Matteo, Alfonso Martinez Arranz, Ryan Scrivens, and Liliana Orellana
    2022 “Hate Speech in a Telegram Conspiracy Channel During the First Year of the COVID-19 Pandemic.” Social Media + Society(): –. 10.1177/20563051221138758
    https://doi.org/10.1177/20563051221138758 [Google Scholar]
70. Walker, Russell
    2015 From Big Data to Big Profits: Success with Data and Analytics. New York: Oxford University Press. 10.1093/acprof:oso/9780199378326.001.0001
    https://doi.org/10.1093/acprof:oso/9780199378326.001.0001 [Google Scholar]
71. Wilson, Anne E., Victoria A. Parker, and Matthew Feinberg
    2020 “Polarization in the Contemporary Political and Media Landscape.” Current Opinion in Behavioral Sciences(): –. 10.1016/j.cobeha.2020.07.005
    https://doi.org/10.1016/j.cobeha.2020.07.005 [Google Scholar]
72. Wodak, Ruth, Jonathan Culpeper, and Elena Semino
    2020 “Shameless Normalisation of Impoliteness: Berlusconi’s and Trump’s Press Conferences.” Discourse & Society(): –. 10.1177/0957926520977217
    https://doi.org/10.1177/0957926520977217 [Google Scholar]
73. Yin, Dawei, Zhenzhen Xue, Liangjie Hong, Brian Davison, April Kontostathis, and Lynne Edwards
    2009 “Detection of Harassment on Web 2.0.” InProceedings of the Content Analysis in the WEB: –.
    [Google Scholar]