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Are Compressed Language Models Less Subgroup Robust?

, , and . EMNLP, page 15859-15868. Association for Computational Linguistics, (2023)

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Gaussian Process., , and . Encyclopedia of Machine Learning and Data Mining, Springer, (2017)Gaussian Process., , and . Encyclopedia of Machine Learning, Springer, (2010)RealPatch: A Statistical Matching Framework for Model Patching with Real Samples., , , and . ECCV (25), volume 13685 of Lecture Notes in Computer Science, page 146-162. Springer, (2022)Quantification under class-conditional dataset shift., , , and . ASONAM, page 528-529. ACM, (2019)Seasonal Domain Shift in the Global South: Dataset and Deep Features Analysis., , , , , and . CVPR Workshops, page 2116-2124. IEEE, (2023)Okapi: Generalising Better by Making Statistical Matches Match., , , and . NeurIPS, (2022)Ambiguity Helps: Classification with Disagreements in Crowdsourced Annotations., , , and . CVPR, page 2194-2202. IEEE Computer Society, (2016)Scalable Gaussian Process Structured Prediction for Grid Factor Graph Applications., , , and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 334-342. JMLR.org, (2014)Composing Tree Graphical Models with Persistent Homology Features for Clustering Mixed-Type Data., , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 2622-2631. PMLR, (2017)Augmented Attribute Representations., , and . ECCV (5), volume 7576 of Lecture Notes in Computer Science, page 242-255. Springer, (2012)