Counterspeech

Stefanie Ullmann is a linguist and postdoctoral research associate at the Centre for Research in the Arts, Social Sciences and Humanities at the University of Cambridge, UK. Her research interests include the use of language in politics and media discourse as well as forms and effects of harmful language in online discourse. She is the author of several journal publications on combatting and mitigating digital harms. Her book Discourses of the Arab Revolutions (2022) examines the power and functions of language in sociopolitical conflicts. Marcus Tomalin has been a member of the Machine Intelligence Laboratory in the Department of Engineering at Cambridge University since 1998. He has published extensively on speech recognition, speech synthesis, machine translation, and dialogue systems, as well as various topics in the philosophy of language and theoretical linguistics, with a recurrent focus on the interconnections between mathematics, logic, and syntactic theory. He has a particular interest in the ethical and social impact of language-based AI systems, and he teaches ethics to undergraduates and postgraduates who are studying philosophy, computer science, and information engineering.

Introduction; Part I: Approaches to Counterspeech: Linguistics, Philosophy and Interdisciplinarity; 1. Counterspeech Practices in Digital Discourse - An Interactional Approach; 2. The Philosophy of Counter Language; 3. Seeing the Full Picture: The Value of Interdisciplinary Counterspeech Research; Part II: Counterspeech in Context: Media, Culture and the Legal Framework; 4. Counterspeech as Persuasion and Media Effects; 5. Online Hate speech in Video Games Communities: A Counter Project; 6. Reimagining the Current Regulatory Framework to Online Hate Speech: Why Making Way for Alternative Methods is Paramount for Free Speech; Part III: Automation and the Future of Counterspeech; 7. Automating Counterspeech; 8. The Future of Counterspeech: Effective Framing, Targeting, and Evaluation; Conclusion