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GENERATING REPRESENTATIVE UNSTRUCTURED DATA TO TEST ARTIFICIAL INTELLIGENCE SERVICES FOR BIAS

机译:生成代表性的非结构化数据以测试BIAS的人工智能服务

摘要

A bias detection method, system, and computer program product to evaluate bias in an artificial intelligence service include selecting a bias context, the bias context having a bias specification associated with the bias context, generating test data for determining the bias in the artificial intelligence service based on the bias specification and the bias context, and testing the artificial intelligence service for the bias with the generated test data.
机译:评估人工智能服务中的偏见的偏见检测方法,系统和计算机程序产品包括选择偏见上下文,该偏见上下文具有与偏见上下文相关联的偏见规范,生成用于确定人工智能服务中偏见的测试数据基于偏差规范和偏差上下文,并使用生成的测试数据对人工智能服务进行偏差测试。

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