Style Transfer as Bias Mitigation: Diffusion Models for Synthetic Mental Health Text for Arabic. - Saad Mankarious; Aya Zirikly (CoRR, 2026)

Parameter-Efficient Token Embedding Editing for Clinical Class-Level Unlearning. - Iyad Ait Hou; Shrenik Borad; Harsh Sharma; Pooja Srinivasan; Rebecca Hwa; Aya Zirikly (CoRR, 2026)

Mirroring Minds: Asymmetric Linguistic Accommodation and Diagnostic Identity in ADHD and Autism Reddit Communities. - Saad Mankarious; Nour Zeid; Iyad Ait Hou; Rebecca Hwa; Aya Zirikly (CoRR, 2026)

The epistemologies of trust: conflicting worldviews in the "Trustworthy AI" discourse. - David A. Broniatowski; Alexa Alice Joubin; Susan Ariel Aaronson; Y. Tony Yang; Neal Sikka; Lorien C. Abroms; Aya Zirikly; Zoe Szajnfarber (AI Ethics, 2026)