Fine-Tuning Language Models via Epistemic Neural Networks

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Fine-Tuning Language Models via Epistemic Neural Networks

3 November 2022

Benjamin Van Roy

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Papers citing "Fine-Tuning Language Models via Epistemic Neural Networks"

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Title
Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Shireen Kudukkil Manchingal Andrew Bradley Julian F. P. Kooij Keivan K1 Shariatmadar Neil Yorke-Smith Fabio Cuzzolin 171 1 0 08 May 2025
A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future Directions Ola Shorinwa Zhiting Mei Justin Lidard Allen Z. Ren Anirudha Majumdar HILM LRM 153 19 0 07 Dec 2024
On the Importance of Uncertainty in Decision-Making with Large Language Models Nicolò Felicioni Lucas Maystre Sina Ghiassian K. Ciosek LLMAG 107 2 0 03 Apr 2024
Dual Use Concerns of Generative AI and Large Language Models A. Grinbaum Laurynas Adomaitis MedIm AI4CE 66 16 0 13 May 2023