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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 Page: 1 2 Hits 1 – 20 of 33 1 Combining Static and Contextualised Multilingual Embeddings ... Hämmerl, Katharina; Libovický, Jindřich; Fraser, Alexander. - : arXiv, 2022 Abstract: Static and contextual multilingual embeddings have complementary strengths. Static embeddings, while less expressive than contextual language models, can be more straightforwardly aligned across multiple languages. We combine the strengths of static and contextual models to improve multilingual representations. We extract static embeddings for 40 languages from XLM-R, validate those embeddings with cross-lingual word retrieval, and then align them using VecMap. This results in high-quality, highly multilingual static embeddings. Then we apply a novel continued pre-training approach to XLM-R, leveraging the high quality alignment of our static embeddings to better align the representation space of XLM-R. We show positive results for multiple complex semantic tasks. We release the static embeddings and the continued pre-training code. Unlike most previous work, our continued pre-training approach does not require parallel text. ... : Accepted to Findings of ACL 2022 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2203.09326 https://dx.doi.org/10.48550/arxiv.2203.09326 BASE Hide details 2 Do Multilingual Language Models Capture Differing Moral Norms? ... Hämmerl, Katharina; Deiseroth, Björn; Schramowski, Patrick. - : arXiv, 2022 BASE Show details 3 Modeling Target-Side Morphology in Neural Machine Translation: A Comparison of Strategies ... Marco, Marion Weller-Di; Huck, Matthias; Fraser, Alexander. - : arXiv, 2022 BASE Show details 4 Pushing the right buttons: adversarial evaluation of quality estimation Specia, Lucia; Fomicheva, Marina; Ranasinghe, Tharindu... In: Proceedings of the Sixth Conference on Machine Translation ; 625 ; 638 (2022) BASE Show details 5 Do not neglect related languages: The case of low-resource Occitan cross-lingual word embeddings ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Fraser, Alexander; Hangya, Viktor. - : Underline Science Inc., 2021 BASE Show details 6 Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation ... Chronopoulou, Alexandra; Stojanovski, Dario; Fraser, Alexander. - : arXiv, 2021 BASE Show details 7 Anchor-based Bilingual Word Embeddings for Low-Resource Languages ... 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; Eder, Tobias; Fraser, Alexander. - : Underline Science Inc., 2021 BASE Show details 8 Improving Machine Translation of Rare and Unseen Word Senses ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Dario; Fraser, Alexander. - : Underline Science Inc., 2021 BASE Show details 9 Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation ... NAACL 2021 2021; Chronopoulou, Alexandra; Fraser, Alexander. - : Underline Science Inc., 2021 BASE Show details 10 Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary Induction ... Severini, Silvia; Hangya, Viktor; Fraser, Alexander. - : Universitätsbibliothek der Ludwig-Maximilians-Universität München, 2020 BASE Show details 11 Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary Induction Fraser, Alexander; Severini, Silvia; Schütze, Hinrich. - 2020 BASE Show details 12 Pragmatic information in translation: a corpus-based study of tense and mood in English and German ... Ramm, Anita; Lapshinova-Koltunski, Ekaterina; Fraser, Alexander. - : arXiv, 2020 BASE Show details 13 ContraCAT: Contrastive Coreference Analytical Templates for Machine Translation ... The 28th International Conference on Computational Linguistics 2020; Fraser, Alexander; Krojer, Benno. - : Underline Science Inc., 2020 BASE Show details 14 Anchor-based Bilingual Word Embeddings for Low-Resource Languages ... Eder, Tobias; Hangya, Viktor; Fraser, Alexander. - : arXiv, 2020 BASE Show details 15 On the Language Neutrality of Pre-trained Multilingual Representations ... Libovický, Jindřich; Rosa, Rudolf; Fraser, Alexander. - : arXiv, 2020 BASE Show details 16 How Language-Neutral is Multilingual BERT? ... Libovický, Jindřich; Rosa, Rudolf; Fraser, Alexander. - : arXiv, 2019 BASE Show details 17 Modeling the position and inflection of verbs in English to German machine translation Fraser, Alexander [Akademischer Betreuer]; Ramm, Anita [Verfasser]. - Stuttgart : Universitätsbibliothek der Universität Stuttgart, 2018 DNB Subject Category Language Show details 18 Embedding Learning Through Multilingual Concept Induction Fraser, Alexander; Zhao, Mengjie; Dufter, Philipp. - : Ludwig-Maximilians-Universität München, 2018 BASE Show details 19 Embedding Learning Through Multilingual Concept Induction ... Dufter, Philipp; Zhao, Mengjie; Schmitt, Martin. - : arXiv, 2018 BASE Show details 20 Embedding Learning Through Multilingual Concept Induction ... Dufter, Philipp; Zhao, Mengjie; Schmitt, Martin. - : Universitätsbibliothek der Ludwig-Maximilians-Universität München, 2018 BASE Show details Page: 1 2

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