Adapting HolUE to open-set text classification yields 40-365% gains in Prediction Rejection Ratio over baselines on authorship, intent, and topic datasets.
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Uncertainty Estimation for the Open-Set Text Classification systems
Adapting HolUE to open-set text classification yields 40-365% gains in Prediction Rejection Ratio over baselines on authorship, intent, and topic datasets.