Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification?

17 July 2024

Papers citing "Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification?"

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Title
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis Yuxin Xiao Paul Pu Liang Umang Bhatt W. Neiswanger Ruslan Salakhutdinov Louis-Philippe Morency 173 86 0 10 Oct 2022
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015