Calibration Meets Explanation: A Simple and Effective Approach for Model
Confidence EstimatesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
Confidence Calibration for Intent Detection via Hyperspherical Space and
Rebalanced Accuracy-Uncertainty LossAAAI Conference on Artificial Intelligence (AAAI), 2022 |
On the Calibration of Pre-trained Language Models using Mixup Guided by
Area Under the Margin and SaliencyAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Seohong Park Cornelia Caragea |
Learning ULMFiT and Self-Distillation with Calibration for Medical
Dialogue SystemInternational Conference on Natural Language and Speech Processing (ICNLSP), 2021 |
Joint Energy-based Model Training for Better Calibrated Natural Language
Understanding ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 |