CB-SLICE uses concept mispredictions from CBMs to discover and explain error slices, claiming better performance than existing methods on benchmarks for bias detection.
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CB-SLICE: Concept-Based Interpretable Error Slice Discovery
CB-SLICE uses concept mispredictions from CBMs to discover and explain error slices, claiming better performance than existing methods on benchmarks for bias detection.