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Augmenting interpretable models with large language models during training

Recent large language models (LLMs), such as ChatGPT, have demonstrated remarkable prediction performance for a growing array of tasks. However, their proliferation into high-stakes domains and compute-limited settings has created a burgeoning need for interpretability and efficiency. We address thi...

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Detalles Bibliográficos
Autores principales: Singh, Chandan, Askari, Armin, Caruana, Rich, Gao, Jianfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10689442/
https://www.ncbi.nlm.nih.gov/pubmed/38036543
http://dx.doi.org/10.1038/s41467-023-43713-1