Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity

Dennis Ulmer, Jes Frellsen, Christian Hardmeier. Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity. In Yoav Goldberg, Zornitsa Kozareva, Yue Zhang, editors, Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022. pages 2707-2735, Association for Computational Linguistics, 2022. [doi]

@inproceedings{UlmerFH22,
  title = {Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity},
  author = {Dennis Ulmer and Jes Frellsen and Christian Hardmeier},
  year = {2022},
  url = {https://aclanthology.org/2022.findings-emnlp.198},
  researchr = {https://researchr.org/publication/UlmerFH22},
  cites = {0},
  citedby = {0},
  pages = {2707-2735},
  booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
  editor = {Yoav Goldberg and Zornitsa Kozareva and Yue Zhang},
  publisher = {Association for Computational Linguistics},
}