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05/28/2023
Conformal Prediction with Large Language Models for Multi-Choice Question Answering
As large language models continue to be widely developed, robust uncerta...
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12/13/2022
TIER: Text-Image Entropy Regularization for CLIP-style models
In this paper, we study the effect of a novel regularization scheme on c...
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10/27/2022
Towards Reliable Zero Shot Classification in Self-Supervised Models with Conformal Prediction
Self-supervised models trained with a contrastive loss such as CLIP have...
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06/14/2022