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Uncertainty Estimation of Transformer Predictions for Misclassification Detection.

, , , , , , , , , , , and . ACL (1), page 8237-8252. Association for Computational Linguistics, (2022)

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ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts., , , , , , , , , and . EMNLP (Demos), page 406-434. Association for Computational Linguistics, (2022)Uncertainty Estimation of Transformer Predictions for Misclassification Detection., , , , , , , , , and 2 other author(s). ACL (1), page 8237-8252. Association for Computational Linguistics, (2022)Efficient Out-of-Domain Detection for Sequence to Sequence Models., , , , , , , and . ACL (Findings), page 1430-1454. Association for Computational Linguistics, (2023)Nonparametric Uncertainty Quantification for Single Deterministic Neural Network., , , , , , , , and . NeurIPS, (2022)Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks., , , , , , and . ACL (1), page 11659-11681. Association for Computational Linguistics, (2023)Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability?, , , , , , , and . IJCNLP (1), page 744-770. Association for Computational Linguistics, (2023)LM-Polygraph: Uncertainty Estimation for Language Models., , , , , , , , , and 2 other author(s). EMNLP (Demos), page 446-461. Association for Computational Linguistics, (2023)