Aylin Caliskan

Semantics derived automatically from language corpora contain human-like biases

Aylin Caliskan, Joanna J. Bryson, Arvind Narayanan · Science · 2017 · 2.8K citations · Full text

Computing, Computer Science, Psychology +15

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

Federico Bianchi, Pratyusha Kalluri, Esin Durmus et al. · 2023 · 263 citations

Social Sciences, Social Psychology, Natural Language Processing +16

Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases

Ryan Steed, Aylin Caliskan · 2021 · 152 citations · Full text

Computing, Computer Science, Social Psychology +14

When Coding Style Survives Compilation: De-anonymizing Programmers from Executable Binaries

Aylin Caliskan, Fabian Yamaguchi, Edwin Dauber et al. · 2018 · 109 citations · Full text

Computing, Computer Science, Compilers +13

Historical representations of social groups across 200 years of word embeddings from Google Books

Tessa Elizabeth Sadie Charlesworth, Aylin Caliskan, Mahzarin R. Banaji · Proceedings of the National Academy of Sciences · 2022 · 100 citations · Full text

Social Sciences, Linguistics, Social Psychology +17