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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 4 of 4 1 It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT ... Gonen, Hila; Ravfogel, Shauli; Elazar, Yanai; Goldberg, Yoav. - : arXiv, 2020 Abstract: Recent works have demonstrated that multilingual BERT (mBERT) learns rich cross-lingual representations, that allow for transfer across languages. We study the word-level translation information embedded in mBERT and present two simple methods that expose remarkable translation capabilities with no fine-tuning. The results suggest that most of this information is encoded in a non-linear way, while some of it can also be recovered with purely linear tools. As part of our analysis, we test the hypothesis that mBERT learns representations which contain both a language-encoding component and an abstract, cross-lingual component, and explicitly identify an empirical language-identity subspace within mBERT representations. ... : BlackboxNLP 2020 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2010.08275 https://arxiv.org/abs/2010.08275 BASE Hide details 2 The Extraordinary Failure of Complement Coercion Crowdsourcing ... Elazar, Yanai; Basmov, Victoria; Ravfogel, Shauli. - : arXiv, 2020 BASE Show details 3 Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals ... Elazar, Yanai; Ravfogel, Shauli; Jacovi, Alon. - : arXiv, 2020 BASE Show details 4 Unsupervised Distillation of Syntactic Information from Contextualized Word Representations ... Ravfogel, Shauli; Elazar, Yanai; Goldberger, Jacob. - : arXiv, 2020 BASE Show details

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