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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 – 12 of 12 1 Adapting BigScience Multilingual Model to Unseen Languages ... Yong, Zheng-Xin; Nikoulina, Vassilina. - : arXiv, 2022 BASE Show details 2 Visualizing Cross-Lingual Discourse Relations in Multilingual TED Corpora Kim, Zae; Nikoulina, Vassilina; Kang, Dongyeop... In: Proceedings of the 2nd Workshop on Computational Approaches to Discourse ; CODI 2021: 2nd Workshop on Computational Approaches to Discourse ; https://hal.archives-ouvertes.fr/hal-03642341 ; CODI 2021: 2nd Workshop on Computational Approaches to Discourse, Nov 2021, Punta Cana, Dominican Republic. ⟨10.18653/v1/2021.codi-main.16⟩ (2021) BASE Show details 3 Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads? Kim, Zae,; Besacier, Laurent; Nikoulina, Vassilina... In: Findings of ACL 2021 ; https://hal.archives-ouvertes.fr/hal-03299010 ; Findings of ACL 2021, Aug 2021, Bangkok (virtual), Thailand (2021) BASE Show details 4 The Rediscovery Hypothesis: Language Models Need to Meet Linguistics ... Nikoulina, Vassilina; Tezekbayev, Maxat; Kozhakhmet, Nuradil. - : arXiv, 2021 BASE Show details 5 Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads? ... Kim, Zae Myung; Besacier, Laurent; Nikoulina, Vassilina. - : arXiv, 2021 BASE Show details 6 Efficient Inference for Multilingual Neural Machine Translation ... Berard, Alexandre; Lee, Dain; Clinchant, Stéphane. - : arXiv, 2021 BASE Show details 7 Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters ... Stickland, Asa Cooper; Bérard, Alexandre; Nikoulina, Vassilina. - : arXiv, 2021 Abstract: Adapter layers are lightweight, learnable units inserted between transformer layers. Recent work explores using such layers for neural machine translation (NMT), to adapt pre-trained models to new domains or language pairs, training only a small set of parameters for each new setting (language pair or domain). In this work we study the compositionality of language and domain adapters in the context of Machine Translation. We aim to study, 1) parameter-efficient adaptation to multiple domains and languages simultaneously (full-resource scenario) and 2) cross-lingual transfer in domains where parallel data is unavailable for certain language pairs (partial-resource scenario). We find that in the partial resource scenario a naive combination of domain-specific and language-specific adapters often results in `catastrophic forgetting' of the missing languages. We study other ways to combine the adapters to alleviate this issue and maximize cross-lingual transfer. With our best adapter combinations, we obtain ... : Accepted at The Sixth Conference in Machine Translation (WMT21) ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2110.09574 https://dx.doi.org/10.48550/arxiv.2110.09574 BASE Hide details 8 Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads? ... 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; Besacier, Laurent; Kim, Zae Myung. - : Underline Science Inc., 2021 BASE Show details 9 Efficient Inference for Multilingual Neural Machine Translation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Berard, Alexandre; Clinchant, Stéphane. - : Underline Science Inc., 2021 BASE Show details 10 Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Berard, Alexandre; Cooper Stickland, Asa. - : Underline Science Inc., 2021 BASE Show details 11 A Multilingual Neural Machine Translation Model for Biomedical Data ... Bérard, Alexandre; Kim, Zae Myung; Nikoulina, Vassilina. - : arXiv, 2020 BASE Show details 12 A Syntax-Augmented Phrase-Based Statistical Machine Translation Model ; Modèle de traduction statistique à fragments enrichi par la syntaxe Nikoulina, Vassilina. - : HAL CCSD, 2010 In: https://tel.archives-ouvertes.fr/tel-00996317 ; Traitement du texte et du document. Université de Grenoble, 2010. Français (2010) BASE Show details

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