Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates

Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates Artem Shelmanov author Dmitri Puzyrev author Lyubov Kupriyanova author Denis Belyakov author Daniil Larionov author Nikita Khromov author Olga Kozlova author Ekaterina Artemova author Dmitry V Dylov author Alexander Panchenko author 2021-04 text Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume Paola Merlo editor Jorg Tiedemann editor Reut Tsarfaty editor Association for Computational Linguistics Online conference publication shelmanov-etal-2021-active 10.18653/v1/2021.eacl-main.145 https://aclanthology.org/2021.eacl-main.145/ 2021-04 1698 1712