CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models

Jiazheng Li 0002, Zhaoyue Sun, Bin Liang, Lin Gui 0003, Yulan He 0001. CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models. In Robin J. Evans 0002, Ilya Shpitser, editors, Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA. Volume 216 of Proceedings of Machine Learning Research, pages 1253-1262, PMLR, 2023. [doi]

@inproceedings{0002SL0023-0,
  title = {CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models},
  author = {Jiazheng Li 0002 and Zhaoyue Sun and Bin Liang and Lin Gui 0003 and Yulan He 0001},
  year = {2023},
  url = {https://proceedings.mlr.press/v216/li23d.html},
  researchr = {https://researchr.org/publication/0002SL0023-0},
  cites = {0},
  citedby = {0},
  pages = {1253-1262},
  booktitle = {Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA},
  editor = {Robin J. Evans 0002 and Ilya Shpitser},
  volume = {216},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}