ExCAM is a new explainable metric for cultural awareness in LLMs, trained on the ExCAM40k dataset derived from nine existing benchmarks with added synthetic errors, achieving up to 80% error detection accuracy.
InThe Thirty-eighth Annual Conference on Neural Information Processing Systems
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ExCAM: Explainable Cultural Awareness Metrics
ExCAM is a new explainable metric for cultural awareness in LLMs, trained on the ExCAM40k dataset derived from nine existing benchmarks with added synthetic errors, achieving up to 80% error detection accuracy.