Comparing and Improving Active Learning Uncertainty Measures for Transformer Models

Julius Gonsior, Christian Falkenberg, Silvio Magino, Anja Reusch, Claudio Hartmann, Maik Thiele, Wolfgang Lehner. Comparing and Improving Active Learning Uncertainty Measures for Transformer Models. In Alberto Abelló, Panos Vassiliadis, Oscar Romero 0001, Robert Wrembel, editors, Advances in Databases and Information Systems - 27th European Conference, ADBIS 2023, Barcelona, Spain, September 4-7, 2023, Proceedings. Volume 13985 of Lecture Notes in Computer Science, pages 119-132, Springer, 2023. [doi]

@inproceedings{GonsiorFMRHTL23,
  title = {Comparing and Improving Active Learning Uncertainty Measures for Transformer Models},
  author = {Julius Gonsior and Christian Falkenberg and Silvio Magino and Anja Reusch and Claudio Hartmann and Maik Thiele and Wolfgang Lehner},
  year = {2023},
  doi = {10.1007/978-3-031-42914-9_9},
  url = {https://doi.org/10.1007/978-3-031-42914-9_9},
  researchr = {https://researchr.org/publication/GonsiorFMRHTL23},
  cites = {0},
  citedby = {0},
  pages = {119-132},
  booktitle = {Advances in Databases and Information Systems - 27th European Conference, ADBIS 2023, Barcelona, Spain, September 4-7, 2023, Proceedings},
  editor = {Alberto Abelló and Panos Vassiliadis and Oscar Romero 0001 and Robert Wrembel},
  volume = {13985},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-42914-9},
}