Confident, Calibrated, or Complicit: Probing the Trade-offs between Safety Alignment and Ideological Bias in Language Models in Detecting Hate Speech. - Sanjeevan Selvaganapathy; Mehwish Nasim (CoRR, 2025)

Activation-Space Personality Steering: Hybrid Layer Selection for Stable Trait Control in LLMs. - Pranav Bhandari; Nicolas Fay; Sanjeevan Selvaganapathy; Amitava Datta; Usman Naseem; Mehwish Nasim (CoRR, 2025)