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Found 3 papers, 2 papers with code
Lawma: The Power of Specialization for Legal Tasks
Annotation and classification of legal text are central components of empirical legal research.
Auditing Black-Box Prediction Models for Data Minimization Compliance
In this paper, we focus on auditing black-box prediction models for compliance with the GDPR’s data minimization principle.
The Price of Local Fairness in Multistage Selection
In particular, our experiments show that the price of local fairness is generally smaller when the sensitive attribute is observed at the first stage; but globally fair selections are more locally fair when the sensitive attribute is observed at the second stage---hence in both cases it is often possible to have a selection that has a small price of local fairness and is close to locally fair.
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