Question: Which are key points in guidelines for faithfulness evaluation?
Answer: Be explicit in what you evaluate., Faithfulness evaluation should not involve human-judgement on the quality of interpretation., Faithfulness evaluation should not involve human-provided gold labels., Do not trust “inherent interpretability” claims., Faithfulness evaluation of IUI systems should not rely on user performance.