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ExpBERT: Representation Engineering with Natural Language Explanations.

, , and . ACL, page 2106-2113. Association for Computational Linguistics, (2020)

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Generating Sentences by Editing Prototypes., , , and . CoRR, (2017)An asymptotic analysis of generative, discriminative, and pseudolikelihood estimators., and . ICML, volume 307 of ACM International Conference Proceeding Series, page 584-591. ACM, (2008)Distributionally Robust Neural Networks., , , and . ICLR, OpenReview.net, (2020)Distributionally robust neural networks for group shifts: On the importance of regularization for worst-case generalization, , , and . International Conference on Learning Representations (ICLR), (2020)Strategies for Pre-training Graph Neural Networks, , , , , , and . arXiv:1905.12265 cs, stat, (February 2020)arXiv: 1905.12265.Generalized Binary Search For Split-Neighborly Problems., and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 1561-1569. PMLR, (2018)On the Interaction between Norm and Dimensionality: Multiple Regimes in Learning., and . ICML, page 647-654. Omnipress, (2010)Certified Defenses against Adversarial Examples., , and . ICLR (Poster), OpenReview.net, (2018)Reified Context Models., and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 1043-1052. JMLR.org, (2015)Learning Fast-Mixing Models for Structured Prediction., and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 1063-1072. JMLR.org, (2015)