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    • Elazar, Yanai (14)
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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 – 14 of 14 1 First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT Muller, Benjamin; Elazar, Yanai; Sagot, Benoît... In: https://hal.inria.fr/hal-03161685 ; 2021 (2021) BASE Show details 2 First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT Muller, Benjamin; Elazar, Yanai; Sagot, Benoît... In: EACL 2021 - The 16th Conference of the European Chapter of the Association for Computational Linguistics ; https://hal.inria.fr/hal-03239087 ; EACL 2021 - The 16th Conference of the European Chapter of the Association for Computational Linguistics, Apr 2021, Kyiv / Virtual, Ukraine ; https://2021.eacl.org/ (2021) BASE Show details 3 First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT ... Muller, Benjamin; Elazar, Yanai; Sagot, Benoît. - : arXiv, 2021 BASE Show details 4 Contrastive Explanations for Model Interpretability ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Choi, Yejin; Elazar, Yanai. - : Underline Science Inc., 2021 BASE Show details 5 Measuring and Improving Consistency in Pretrained Language Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Elazar, Yanai; Goldberg, Yoav. - : Underline Science Inc., 2021 BASE Show details 6 Amnesic Probing: Behavioral Explanation With Amnesic Counterfactuals ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Elazar, Yanai; Goldberg, Yoav. - : Underline Science Inc., 2021 BASE Show details 7 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 8 The Extraordinary Failure of Complement Coercion Crowdsourcing ... Elazar, Yanai; Basmov, Victoria; Ravfogel, Shauli. - : arXiv, 2020 BASE Show details 9 Do Language Embeddings Capture Scales? ... Zhang, Xikun; Ramachandran, Deepak; Tenney, Ian. - : arXiv, 2020 BASE Show details 10 Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals ... Elazar, Yanai; Ravfogel, Shauli; Jacovi, Alon. - : arXiv, 2020 BASE Show details 11 Evaluating Models' Local Decision Boundaries via Contrast Sets ... Gardner, Matt; Artzi, Yoav; Basmova, Victoria. - : arXiv, 2020 BASE Show details 12 Unsupervised Distillation of Syntactic Information from Contextualized Word Representations ... Ravfogel, Shauli; Elazar, Yanai; Goldberger, Jacob. - : arXiv, 2020 BASE Show details 13 How Large Are Lions? Inducing Distributions over Quantitative Attributes ... Elazar, Yanai; Mahabal, Abhijit; Ramachandran, Deepak. - : arXiv, 2019 BASE Show details 14 Where’s My Head? Definition, Data Set, and Models for Numeric Fused-Head Identification and Resolution Elazar, Yanai; Goldberg, Yoav In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 519-535 (2019) (2019) BASE Show details

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