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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 BASE Show 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; Hangya, Viktor. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.acl-short.30 Abstract: Good quality monolingual word embeddings (MWEs) can be built for languages which have large amounts of unlabeled text. MWEs can be aligned to bilingual spaces using only a few thousand word translation pairs. For low resource languages training MWEs monolingually results in MWEs of poor quality, and thus poor bilingual word embeddings (BWEs) as well. This paper proposes a new approach for building BWEs in which the vector space of the high resource source language is used as a starting point for training an embedding space for the low resource target language. By using the source vectors as anchors the vector spaces are automatically aligned during training. We experiment on English-German, English-Hiligaynon and English-Macedonian. We show that our approach results not only in improved BWEs and bilingual lexicon induction performance, but also in improved target language MWE quality as measured using monolingual word similarity. ... Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics URL: https://underline.io/lecture/25993-anchor-based-bilingual-word-embeddings-for-low-resource-languages https://dx.doi.org/10.48448/185j-hw60 BASE Hide 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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