Accepted Papers

The following papers were accepted for presentation at Identity-Aware AI 2026 (May 16, 2026, Palma de Mallorca).

The Point of View of a Sentiment: Towards Clinician Bias Detection in Psychiatric Notes — Poster
Alissa A Valentine¹, Lauren Lepow², Lili Chan², Alexander Charney², Isotta Landi^2
1Copenhagen University, ²Mount Sinai School of Medicine

Speak Your Mind: The Speech Continuation Task as a Probe of Voice-Based Model Bias — Poster
Shree Harsha Bokkahalli Satish¹, Harm Lameris¹, Olivier Perrotin², Gustav Eje Henter¹, Eva Szekely^1
1KTH Royal Institute of Technology, ²Univ. Grenoble Alpes, CNRS, Grenoble INP, GIPSA-lab

Rethinking Identity in Natural Language Processing — Oral
Arianna Muti¹, Elisa Bassignana², Debora Nozza^1
1Bocconi University, ²IT University of Copenhagen

Investigating the Automatic Translation of Korean Honorifics — Oral (Virtual)
Luis Cihlar¹, Minh Duc Bui¹, Kyung eun Park², Manuel Mager¹, Walter Bisang¹, Katharina von der Wense^3
1University of Mainz, ²University of Mannheim, ³University of Mainz, University of Colorado Boulder

Balancing the Scales: Reinforcement Learning for Fair Classification — Poster
Leon Eshuijs¹, Shihan Wang², Antske Fokkens^3
1Vrije Universiteit Amsterdam, ²Utrecht University, ³VU Amsterdam

Moral Identity Is Not Universal: Cross-Cultural Misalignment in Value-Sensitive Language Models — Poster
Eustache Banza Nsomwe¹, Jean-René Galekwa¹, Jean Marie Tshimula², René Manassé Galekwa³, Belkacem Chikhaoui², Kyandoghere Kyamakya^4
1University of Kinshasa, ²Applied Artificial Intelligence Institute, Université TÉLUQ, ³University of Klagenfurt, ⁴Institute of Smart Systems Technologies, University of Klagenfurt

Evaluating LLMs for Detecting Demographic-Targeted Social Bias: A Comprehensive Benchmark Study — Oral (Virtual)
Ayan Majumdar¹, Feihao Chen², Jinghui Li³, Xiaozhen Wang^3
1MPI-SWS, Saarland University, ²Paris Digital Trust Lab, Huawei Technologies France S.A.S.U., ³Trustworthiness Theory Research Center, Huawei Technologies Company Ltd.

Queering the Audits: Community-Based Auditing of AI Harms to Queer Communities — Poster
Organizers of QueerInAI¹, A Pranav², Alissa A Valentine³, Alex Markham⁴, Beckett LeClair⁵, Tereza Blazkova⁶, Ekaterina Kornilitsina⁷, Sofie H. Bruun⁸, Gerasimos Spanakis⁹, Anne Lauscher^10
1Queer in AI, ²Dayta AI, ³Copenhagen University, ⁴University of Copenhagen, ⁵5Rights Foundation, ⁶Copenhagen Center for Social Data Science, University of Copenhagen, ⁷Independent Researcher, ⁸Alexandra Instituttet, ⁹Maastricht University, ¹⁰University of Hamburg

Misaligned Alignment in Socially Embedded LMs: A Review of Sociotechnical Alignment, Conceptual Slippage, and Theoretical Gaps — Poster
Esra Dönmez¹ and Agnieszka Falenska^2
1University of Stuttgart, ²IMS, University of Stuttgart