NLP for Social Good: A Survey and Outlook of Challenges, Opportunities and Responsible Deployment. - Antonia Karamolegkou; Angana Borah; Eunjung Cho; Sagnik Ray Choudhury; Martina Galletti; Pranav Gupta; Oana Ignat; Priyanka Kargupta; Neema Kotonya; Hemank Lamba; Sun-Joo Lee; Arushi Mangla; et al. (EACL (Volume 1: Long Papers), 2026)

Beyond One Output: Visualizing and Comparing Distributions of Language Model Generations. - Emily Reif; Claire Yang; Jared Hwang; Deniz Nazar; Noah A. Smith; Jeff Heer (CoRR, 2026)