selective-prediction

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We show that a model owner can artificially introduce uncertainty into their model and provide a corresponding detection mechanism.

Investigation of how sampling strategies affect Selective Prediction performance in Multi Task Learning

nlp swag multi-task bert-fine-tuning snli-dataset selective-prediction

BoundaryBench: Benchmark + tool-augmented method for boundary containment under GPS noise

Code for our paper analyzing the looseness of the upper bound on selective classification performance.

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