Computing CAS for non-concept models

[FlorentF9]

Thanks for the great paper and repo!

I have a question on how to compute the concept alignment score (CAS) for non-concept-based models.
In your paper, you report CAS for "No concepts" models, but it is not clear on which embeddings the score should be computed.
Should it be computed on the latent code h ?

[pietrobarbiero]

Hi @FlorentF9 ! Yes, we computed the CAS score on the latent code h as "No concepts" models do not have an explicit "concept layer".

[FlorentF9]

Thanks for confirming!