COMPAS

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Everlaw's clustering feature organizing thousands of documents
COMPAS

Order in the Court: Machine Learning Tool from Everlaw Finds Legal Evidence

Machine learning is helping lawyers sift through mountains of documents to find evidence. The legal technology company Everlaw launched a clustering feature that automatically organizes up to 25 million documents for lawyers gathering evidence to be used during a trial.
Graph related to LIME and SHAP methods
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Bias Goes Undercover: Adversarial attacks can fool explainable AI techniques.

As black-box algorithms like neural networks find their way into high-stakes fields such as transportation, healthcare, and finance, researchers have developed techniques to help explain models’ decisions. New findings show that some of these methods can be fooled.

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