Probing LLMs for hate speech detection: strengths and vulnerabilities. - Sarthak Roy; Ashish Harshavardhan; Animesh Mukherjee 001; Punyajoy Saha (EMNLP (Findings), 2023)

Demarked: A Strategy for Enhanced Abusive Speech Moderation through Counterspeech, Detoxification, and Message Management. - Seid Muhie Yimam; Daryna Dementieva; Tim Fischer 002; Daniil Moskovskiy; Naquee Rizwan; Punyajoy Saha; Sarthak Roy; Martin Semmann; Alexander Panchenko; Chris Biemann; Animesh Mukherjee 001 (CoRR, 2024)

HatePRISM: Policies, Platforms, and Research Integration. Advancing NLP for Hate Speech Proactive Mitigation. - Naquee Rizwan; Seid Muhie Yimam; Daryna Dementieva; Florian Skupin; Tim Fischer 002; Daniil Moskovskiy; Aarushi Ajay Borkar; Robert Geislinger; Punyajoy Saha; Sarthak Roy; Martin Semmann; Alexander Panchenko; et al. (ACL (Findings), 2025)

Dynamics of Toxicity in Political Podcasts. - Naquee Rizwan; Nayandeep Deb; Sarthak Roy; Vishwajeet Singh Solanki; Kiran Garimella; Animesh Mukherjee 001 (CoRR, 2025)