"proper scoring rules" Papers

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ConfTuner: Training Large Language Models to Express Their Confidence Verbally

Yibo Li, Miao Xiong, Jiaying Wu et al.

NeurIPS 2025posterarXiv:2508.18847
10
citations

Consistency Checks for Language Model Forecasters

Daniel Paleka, Abhimanyu Pallavi Sudhir, Alejandro Alvarez et al.

ICLR 2025posterarXiv:2412.18544
10
citations

Evaluation of Trajectory Distribution Predictions with Energy Score

Novin Shahroudi, Mihkel Lepson, Meelis Kull

ICML 2024oral

From Classification Accuracy to Proper Scoring Rules: Elicitability of Probabilistic Top List Predictions

Johannes Resin

ICML 2024poster

Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification

Wei Tan, Ngoc Dang Nguyen, Lan Du et al.

AAAI 2024paperarXiv:2401.07395