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Uncertainty Estimation of Transformer Predictions for Misclassification Detection.

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Towards Computationally Feasible Deep Active Learning., , , , , , , and . NAACL-HLT (Findings), page 1198-1218. Association for Computational Linguistics, (2022)LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection., , , , , , , , , and 14 other author(s). CoRR, (2024)M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection., , , , , , , , , and 4 other author(s). ACL (1), page 3964-3992. Association for Computational Linguistics, (2024)Active Learning for Abstractive Text Summarization., , , , , , , , , and 2 other author(s). CoRR, (2023)ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts., , , , , , , , , and . EMNLP (Demos), page 406-434. Association for Computational Linguistics, (2022)Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph., , , , , , , , , and 4 other author(s). CoRR, (2024)Efficient Out-of-Domain Detection for Sequence to Sequence Models., , , , , , , and . ACL (Findings), page 1430-1454. Association for Computational Linguistics, (2023)Uncertainty Estimation of Transformer Predictions for Misclassification Detection., , , , , , , , , and 2 other author(s). ACL (1), page 8237-8252. Association for Computational Linguistics, (2022)SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection., , , , , , , , , and 5 other author(s). CoRR, (2024)SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection., , , , , , , , , and . SemEval@NAACL, page 2057-2079. Association for Computational Linguistics, (2024)