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Search results for natural language processing uncertainty quantification

natural-language-processing x

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3 search results found

Conformal Prediction ⭐ 349

Lightweight, useful implementation of conformal prediction on real data.

Helping AI practitioners better understand their datasets and models in text classification. From ServiceNow.

Conformal Risk ⭐ 33

Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vision and natural language processing.

Nlp Uncertainty Zoo ⭐ 32

Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.

Calibrated Bert Fine Tuning ⭐ 5

Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data

Uncertainty-Aware Reliable Text Classification (KDD 2021)

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