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

Artem ShelmanovDmitry PuzyrevLyubov KupriyanovaDenis BelyakovDaniil LarionovNikita KhromovOlga KozlovaEkaterina ArtemovaDmitry V. DylovAlexander Panchenko
Published in: EACL (2021)
Keyphrases
  • active learning
  • pre trained
  • learning algorithm
  • training data
  • bayesian networks
  • prior knowledge
  • semi supervised
  • expectation maximization