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cs.CL2025
LeWiDi-2025 at NLPerspectives: Third Edition of the Learning with Disagreements Shared Task
Elisa Leonardelli, Silvia Casola, Siyao Peng +8
Many researchers have reached the conclusion that AI models should be trained to be aware of the possibility of variation and disagreement in human judgments, and evaluated as per…
stat.ME2025★ 2 cited
Understanding Model Calibration -- A gentle introduction and visual exploration of calibration and the expected calibration error (ECE)
Maja Pavlovic
To be considered reliable, a model must be calibrated so that its confidence in each decision closely reflects its true outcome. In this blogpost we'll take a look at the most comm…