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07/20/2023
Large language models shape and are shaped by society: A survey of arXiv publication patterns
There has been a steep recent increase in the number of large language m...
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04/18/2023
Coarse race data conceals disparities in clinical risk score performance
Healthcare data in the United States often records only a patient's coar...
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08/20/2022
Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks
Quantization, knowledge distillation, and magnitude pruning are among th...
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06/25/2021
Fairness Deconstructed: A Sociotechnical View of 'Fair' Algorithms in Criminal Justice
Early studies of risk assessment algorithms used in criminal justice rev...
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04/30/2021
Studying the Consistency and Composability of Lottery Ticket Pruning Masks
Magnitude pruning is a common, effective technique to identify sparse su...
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09/17/2020
