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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 – 6 of 6 1 Analyzing Gender Representation in Multilingual Models ... Gonen, Hila; Ravfogel, Shauli; Goldberg, Yoav. - : arXiv, 2022 Abstract: Multilingual language models were shown to allow for nontrivial transfer across scripts and languages. In this work, we study the structure of the internal representations that enable this transfer. We focus on the representation of gender distinctions as a practical case study, and examine the extent to which the gender concept is encoded in shared subspaces across different languages. Our analysis shows that gender representations consist of several prominent components that are shared across languages, alongside language-specific components. The existence of language-independent and language-specific components provides an explanation for an intriguing empirical observation we make: while gender classification transfers well across languages, interventions for gender removal, trained on a single language, do not transfer easily to others. ... : Published at RepL4NLP 2022 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2204.09168 https://arxiv.org/abs/2204.09168 BASE Hide details 2 Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora Gonen, Hila; Jawahar, Ganesh; Seddah, Djamé... In: ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics ; https://hal.inria.fr/hal-03161637 ; ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Jul 2020, Seattle / Virtual, United States. pp.538-555, ⟨10.18653/v1/2020.acl-main.51⟩ (2020) BASE Show details 3 It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT ... Gonen, Hila; Ravfogel, Shauli; Elazar, Yanai. - : arXiv, 2020 BASE Show details 4 Pick a Fight or Bite your Tongue: Investigation of Gender Differences in Idiomatic Language Usage ... Rabinovich, Ella; Gonen, Hila; Stevenson, Suzanne. - : arXiv, 2020 BASE Show details 5 How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? ... Gonen, Hila; Kementchedjhieva, Yova; Goldberg, Yoav. - : arXiv, 2019 BASE Show details 6 Semi Supervised Preposition-Sense Disambiguation using Multilingual Data ... Gonen, Hila; Goldberg, Yoav. - : arXiv, 2016 BASE Show details

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