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

Artem Shelmanov, Dmitry Puzyrev, Lyubov Kupriyanova, Denis Belyakov, Daniil Larionov, Nikita Khromov, Olga Kozlova, Ekaterina Artemova, Dmitry V. Dylov, Alexander Panchenko. Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates. In Paola Merlo, Jörg Tiedemann, Reut Tsarfaty, editors, Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, EACL 2021, Online, April 19 - 23, 2021. pages 1698-1712, Association for Computational Linguistics, 2021. [doi]

@inproceedings{ShelmanovPKBLKK21,
  title = {Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates},
  author = {Artem Shelmanov and Dmitry Puzyrev and Lyubov Kupriyanova and Denis Belyakov and Daniil Larionov and Nikita Khromov and Olga Kozlova and Ekaterina Artemova and Dmitry V. Dylov and Alexander Panchenko},
  year = {2021},
  url = {https://www.aclweb.org/anthology/2021.eacl-main.145/},
  researchr = {https://researchr.org/publication/ShelmanovPKBLKK21},
  cites = {0},
  citedby = {0},
  pages = {1698-1712},
  booktitle = {Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, EACL 2021, Online, April 19 - 23, 2021},
  editor = {Paola Merlo and Jörg Tiedemann and Reut Tsarfaty},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-954085-02-2},
}