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Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing.

, , , and . NAACL-HLT (1), page 1599-1613. Association for Computational Linguistics, (2019)

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Sufficient Dimensionality Reduction with Irrelevant Statistics, , and . CoRR, (2012)Information Bottleneck for Gaussian Variables., , , and . J. Mach. Learn. Res., (2005)SGD Learns Over-parameterized Networks that Provably Generalize on Linearly Separable Data., , , and . ICLR (Poster), OpenReview.net, (2018)Improper Deep Kernels., , , , and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 1159-1167. JMLR.org, (2016)Efficient Lifting of MAP LP Relaxations Using k-Locality., , and . AISTATS, volume 33 of JMLR Workshop and Conference Proceedings, page 623-632. JMLR.org, (2014)On the Inductive Bias of a CNN for Orthogonal Patterns Distributions., and . CoRR, (2020)Metric Learning by Collapsing Classes, and . (2006)Over-parameterization Improves Generalization in the XOR Detection Problem., and . CoRR, (2018)Evaluating the Ripple Effects of Knowledge Editing in Language Models., , , , and . CoRR, (2023)On the Implicit Bias of Initialization Shape: Beyond Infinitesimal Mirror Descent., , , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 468-477. PMLR, (2021)