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07/15/2023
Bound by the Bounty: Collaboratively Shaping Evaluation Processes for Queer AI Harms
Bias evaluation benchmarks and dataset and model documentation have emer...
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10/07/2022
A Keyword Based Approach to Understanding the Overpenalization of Marginalized Groups by English Marginal Abuse Models on Twitter
Harmful content detection models tend to have higher false positive rate...
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09/12/2022
Random Isn't Always Fair: Candidate Set Imbalance and Exposure Inequality in Recommender Systems
Traditionally, recommender systems operate by returning a user a set of ...
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05/18/2021
Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency
Twitter uses machine learning to crop images, where crops are centered a...
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11/13/2020
Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling
Pre-training models on vast quantities of unlabeled data has emerged as ...
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08/15/2019
Simple and Effective Noisy Channel Modeling for Neural Machine Translation
Previous work on neural noisy channel modeling relied on latent variable...
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07/15/2019