[Recommended] The Mythos of Model Interpretability by Zachary Lipton, 2017

This paper disambiguates various notions of interpretability. For LLMs, what definition of interpretability is most relevant? How does this vary by application area? For image generation models, what definition of interpretability is most relevant? How does this vary by application area?

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