Are GPT concepts available?

Trustworthy-ML-Lab / Label-free-CBM

A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled concept data

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Are GPT concepts available? #9

Closed Bontempogianpaolo1 closed 4 months ago

Bontempogianpaolo1 commented 4 months ago

Hi, is there any link to GPT concepts?

tuomaso commented 4 months ago

Yes, they are available in data/concept_sets. gpt3_init/ has the initial concepts before filtering, and {dataset}_filtered.txt has the concepts after our filters.