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05/29/2023
Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models
To recognize and mitigate harms from large language models (LLMs), we ne...
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11/07/2022
Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale
Machine learning models are now able to convert user-written text descri...
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12/08/2021
Ethical and social risks of harm from Language Models
This paper aims to help structure the risk landscape associated with lar...
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08/25/2021
Social Norm Bias: Residual Harms of Fairness-Aware Algorithms
Many modern learning algorithms mitigate bias by enforcing fairness acro...
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03/13/2020