Caliskan, Aylin

Semantics derived automatically from language corpora contain human-like biases

Caliskan, A., Bryson, J. J., & Narayanan, A. (2017) · Science

Ethics and Social Impacts of AISocial and Intergroup Psychology

Cited by 2,887

Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale

Bianchi, F., Kalluri, P., Durmus, E., Ladhak, F., Cheng, M., Nozza, D., Hashimoto, T., Jurafsky, D., Zou, J., & Caliskan, A. (2023) · 2023 ACM Conference on Fairness, Accountability, and Transparency

Ethics and Social Impacts of AIHate Speech and Cyberbullying Detection

Cited by 342

ChatGPT as Research Scientist: Probing GPT’s capabilities as a Research Librarian, Research Ethicist, Data Generator, and Data Predictor

Lehr, S. A., Caliskan, A., Liyanage, S., & Banaji, M. R. (2024) · Proceedings of the National Academy of Sciences

Ethics and Social Impacts of AIArtificial Intelligence Applications

Cited by 66

Bias against 93 stigmatized groups in masked language models and downstream sentiment classification tasks

Mei, K., Fereidooni, S., & Caliskan, A. (2023) · 2023 ACM Conference on Fairness Accountability and Transparency

Ethics and Social Impacts of AIHate Speech and Cyberbullying Detection

Cited by 56

Contrastive Language-Vision AI Models Pretrained on Web-Scraped Multimodal Data Exhibit Sexual Objectification Bias

Wolfe, R., Yang, Y., Howe, B., & Caliskan, A. (2023) · 2023 ACM Conference on Fairness Accountability and Transparency

Ethics and Social Impacts of AIMultimodal Machine Learning Applications

Cited by 42

Evidence for Hypodescent in Visual Semantic AI

Wolfe, R., Banaji, M. R., & Caliskan, A. (2022) · 2022 ACM Conference on Fairness Accountability and Transparency

Ethics and Social Impacts of AIFace recognition and analysis

Cited by 19

“I Don’t See Myself Represented Here at All”: User Experiences of Stable Diffusion Outputs Containing Representational Harms across Gender Identities and Nationalities

Ghosh, S., Lutz, N., & Caliskan, A. (2024) · Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society

Ethics and Social Impacts of AIGenerative Adversarial Networks and Image Synthesis

Cited by 7