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Aylin Caliskan
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Year
Semantics derived automatically from language corpora contain human-like biases
A Caliskan, JJ Bryson, A Narayanan
Science 356 (6334), 183-186, 2017
30072017
De-anonymizing Programmers via Code Stylometry
A Caliskan, R Harang, A Li, A Narayanan, C Voss, F Yamaguchi, ...
24th Usenix Security Symposium, 2015
280*2015
Doppelgänger Finder: Taking Stylometry To The Underground
S Afroz, A Caliskan, A Stolerman, R Greenstadt, D McCoy
IEEE Symposium on Security and Privacy, 2014
1672014
Detecting emergent intersectional biases: Contextualized word embeddings contain a distribution of human-like biases
W Guo, A Caliskan
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society (AAAI …, 2021
1582021
When coding style survives compilation: De-anonymizing programmers from executable binaries
A Caliskan, F Yamaguchi, E Dauber, R Harang, K Rieck, R Greenstadt, ...
Network and Distributed System Security Symposium (NDSS) 2018, 2018
1522018
Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases
R Steed, A Caliskan
Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021
1422021
Use Fewer Instances of the Letter "i": Toward Writing Style Anonymization.
AWE McDonald, S Afroz, A Caliskan, A Stolerman, R Greenstadt
Privacy Enhancing Technologies 7384, 299-318, 2012
1322012
Approaches to adversarial drift
A Kantchelian, S Afroz, L Huang, A Caliskan, B Miller, MC Tschantz, ...
Proceedings of the 2013 ACM workshop on Artificial intelligence and security …, 2013
1052013
Easily accessible text-to-image generation amplifies demographic stereotypes at large scale
F Bianchi, P Kalluri, E Durmus, F Ladhak, M Cheng, D Nozza, ...
The 2023 ACM Conference on Fairness, Accountability, and Transparency (ACM …, 2023
1032023
Privacy Detective: Detecting Private Information and Collective Privacy Behavior in a Large Social Network
A Caliskan, J Walsh, R Greenstadt
Proceedings of the 13th Workshop on Privacy in the Electronic Society, 35--46, 2014
1012014
Disparate Impact of Artificial Intelligence Bias in Ridehailing Economy's Price Discrimination Algorithms
A Pandey, A Caliskan
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society (AAAI …, 2021
73*2021
Git Blame Who?: Stylistic Authorship Attribution of Small, Incomplete Source Code Fragments
RG Edwin Dauber, Aylin Caliskan, Richard Harang, Gregory Shearer, Michael ...
Proceedings on Privacy Enhancing Technologies, 389–408, 2019
58*2019
Semantics derived automatically from language corpora necessarily contain human biases. CoRR abs/1608.07187 (2016)
A Caliskan, JJ Bryson, A Narayanan
arXiv preprint arXiv:1608.07187, 2016
58*2016
Social biases in word embeddings and their relation to human cognition
A Caliskan, M Lewis
https://psyarxiv.com/d84kg, 2020
552020
Historical Representations of Social Groups Across 200 Years of Word Embeddings from Google Books
T Charlesworth, A Caliskan, MR Banaji
Proceedings of the National Academy of Sciences (PNAS 2022), 2022
462022
Translate once, translate twice, translate thrice and attribute: Identifying authors and machine translation tools in translated text
A Caliskan, R Greenstadt
2012 IEEE Sixth International Conference on Semantic Computing, 121-125, 2012
462012
Gender Bias in Word Embeddings: A Comprehensive Analysis of Frequency, Syntax, and Semantics
A Caliskan, PP Ajay, T Charlesworth, R Wolfe, MR Banaji
In Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 2022
392022
Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models
R Wolfe, A Caliskan
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
372021
ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns: Findings across Bengali and Five other Low-Resource Languages
S Ghosh, A Caliskan
AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AAAI …, 2023
302023
American == White in Multimodal Language-and-Image AI
R Wolfe, A Caliskan
AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AAAI …, 2022
292022
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