Augmenting Interpretable Models with LLMs during Training

Aug-GAM and Aug-Tree are two instantiations of Aug-imodels, a framework for leveraging the knowledge learned by LLMs to build extremely efficient and interpretable models.

Data and Resources

Cite this as

Chandan Singh, Armin Askari, Rich Caruana, Jianfeng Gao (2025). Dataset: Augmenting Interpretable Models with LLMs during Training. https://doi.org/10.57702/151vw59h

DOI retrieved: January 3, 2025

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Created January 3, 2025
Last update January 3, 2025
Defined In https://doi.org/10.1038/s41467-023-43713-1
Author Chandan Singh
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Armin Askari
Rich Caruana
Jianfeng Gao