conftrace_

expected calibration error

60 papers

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Also known as

ECE

Co-occurring keywords · papers mentioning both

model calibration (17) confidence calibration (16) temperature scaling (11) large language model (10) uncertainty quantification (8) confidence score (4) uncertainty estimation (4) confidence estimation (3) neural network calibration (3) calibration error (3)

Papers

Calibrating Student Models for Emotion-related Tasks EMNLP 2022 Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates EMNLP 2022 Local calibration: metrics and recalibration UAI 2022 On the Calibration of Pre-trained Language Models using Mixup Guided by Area Under the Margin and Saliency ACL 2022 Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture NeurIPS 2022 A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition NeurIPS 2021 Confidence Calibration for Domain Generalization Under Covariate Shift ICCV 2021 Soft Calibration Objectives for Neural Networks NeurIPS 2021 Mix-n-Match : Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning ICML 2020 Calibration tests in multi-class classification: A unifying framework NeurIPS 2019