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08/08/2023
FLIRT: Feedback Loop In-context Red Teaming
Warning: this paper contains content that may be inappropriate or offens...
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11/17/2022
Is the Elephant Flying? Resolving Ambiguities in Text-to-Image Generative Models
Natural language often contains ambiguities that can lead to misinterpre...
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01/24/2022
Towards Multi-Objective Statistically Fair Federated Learning
Federated Learning (FL) has emerged as a result of data ownership and pr...
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10/18/2020
The Leaky Pipeline in Physics Publishing
Women make up a shrinking portion of physics faculty in senior positions...
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05/14/2020
Statistical Equity: A Fairness Classification Objective
Machine learning systems have been shown to propagate the societal error...
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10/24/2019
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition
We study the bias in several state-of-the-art named entity recognition (...
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08/23/2019
A Survey on Bias and Fairness in Machine Learning
With the widespread use of AI systems and applications in our everyday l...
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11/26/2018