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significance testing

7 papers

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Co-occurring keywords · papers mentioning both

bayesian neural network (2) uncertainty quantification (2) natural language processing (2) uncertainty analysis (1) monte carlo approximation (1) machine translation evaluation (1) human parity (1) evidence evaluation (1) statistical significance testing (1) paired-permutation test (1)

Papers

Position: Don’t Use the CLT in LLM Evals With Fewer Than a Few Hundred Datapoints ICML 2025 Full Bayesian Significance Testing for Neural Networks AAAI 2024 Full Bayesian Significance Testing for Neural Networks in Traffic Forecasting IJCAI 2024 Exact Paired-Permutation Testing for Structured Test Statistics NAACL 2022 Hard and Soft Evaluation of NLP models with BOOtSTrap SAmpling - BooStSa ACL 2022 Statistical Power and Translationese in Machine Translation Evaluation EMNLP 2020 The Hitchhiker’s Guide to Testing Statistical Significance in Natural Language Processing ACL 2018