Smooth ECE: Principled Reliability Diagrams via Kernel Smoothing

21 September 2023

Papers citing "Smooth ECE: Principled Reliability Diagrams via Kernel Smoothing"

6 / 6 papers shown

Title
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review Toghrul Abbasli Kentaroh Toyoda Yuan Wang Leon Witt Muhammad Asif Ali Yukai Miao Dan Li Qingsong Wei UQCV 87 0 0 25 Apr 2025
LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts Helia Hashemi J. Eisner Corby Rosset Benjamin Van Durme Chris Kedzie 68 1 0 03 Jan 2025
Combining Priors with Experience: Confidence Calibration Based on Binomial Process Modeling Jinzong Dong Zhaohui Jiang Dong Pan Haoyang Yu 49 0 0 14 Dec 2024
Reassessing How to Compare and Improve the Calibration of Machine Learning Models M. Chidambaram Rong Ge 63 1 0 06 Jun 2024
Metrics of calibration for probabilistic predictions Imanol Arrieta Ibarra Paman Gujral Jonathan Tannen M. Tygert Cherie Xu 40 20 0 19 May 2022
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 243 289 0 17 Mar 2020