statistical evaluation

A Monte-Carlo Sampling Framework For Reliable Evaluation of Large Language Models Using Behavioral Analysis EMNLP 2025 Evaluating Index-based Treatment Allocation in Underresourced Communities AAAI 2025 p-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison NeurIPS 2023 MOS vs. AB: Evaluating Text-to-Speech Systems Reliably Using Clustered Standard Errors Interspeech 2023 Ranger: A Toolkit for Effect-Size Based Multi-Task Evaluation ACL 2023 Statistical Knowledge Assessment for Large Language Models NeurIPS 2023 Cross-replication Reliability - An Empirical Approach to Interpreting Inter-rater Reliability ACL 2021 Deep Reinforcement Learning at the Edge of the Statistical Precipice NeurIPS 2021 Is the Best Better? Bayesian Statistical Model Comparison for Natural Language Processing EMNLP 2020 Item Response Theory for Efficient Human Evaluation of Chatbots EMNLP 2020 Unifying Human and Statistical Evaluation for Natural Language Generation NAACL 2019 Machine Assisted Analysis of Vowel Length Contrasts in Wolof Interspeech 2017 Time for a Change: a Tutorial for Comparing Multiple Classifiers Through Bayesian Analysis JMLR 2017 Efficient Illuminant Estimation for Color Constancy Using Grey Pixels CVPR 2015 On Bootstrapping the ROC Curve NeurIPS 2008