Papers by Florentina Hristea
Model Calibration for Emotion Detection (2025.findings-emnlp)
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| Challenge: | a MixUp method is used to calibrate emotion detection models based on knowledge distillation and the MixUp data augmentation technique. |
| Approach: | They propose a method that uses knowledge distillation and the MixUp data augmentation technique to enhance the trustworthiness of emotion detection models. |
| Outcome: | The proposed method improves the accuracy of the teacher models and the student models. |