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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 – 10 of 10 1 Learning unsupervised multilingual word embeddings with incremental multilingual hubs ... Heyman, G; Verreet, B; Vulić, I. - : Apollo - University of Cambridge Repository, 2019 BASE Show details 2 Learning unsupervised multilingual word embeddings with incremental multilingual hubs Heyman, G; Verreet, B; Vulić, I. - : NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference, 2019 BASE Show details 3 Automatic detection and correction of context-dependent dt-mistakes using neural networks ... Heyman, G; Vulić, I; Laevaert, Y; Moens, MF. - : Apollo - University of Cambridge Repository, 2018 Abstract: We introduce a novel approach to correcting context-dependent dt-mistakes, one of the most frequent spelling errors in the Dutch language. We show that by using a neural network to estimate the probability distribution of a verb's suffix conditioned jointly on its stem and context, we obtain large improvements over state-of-the-art spell checkers on three different benchmarking datasets, achieving a perfect score on a verb spelling test from \emph{de Standaard}, a Flemish newspaper. The method is unsupervised and only relies on basic preprocessing tools to tokenize the text and identify verbs, which enables training on millions of sentences. Furthermore, we propose a method to determine which words in a sentence cause the system to make corrections, which is valuable for providing feedback to the user. ... URL: https://dx.doi.org/10.17863/cam.37762 https://www.repository.cam.ac.uk/handle/1810/290532 BASE Hide details 4 Automatic detection and correction of context-dependent dt-mistakes using neural networks Heyman, G; Vulić, I; Laevaert, Y. - : Computational Linguistics in the Netherlands Journal, 2018 BASE Show details 5 Bilingual lexicon induction by learning to combine word-level and character-level representations ... Heyman, G; Vulíc, I; Moens, MF. - : Apollo - University of Cambridge Repository, 2017 BASE Show details 6 Bilingual lexicon induction by learning to combine word-level and character-level representations Heyman, G; Vulíc, I; Moens, MF. - : Association for Computational Linguistics, 2017. : 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of Conference, 2017 BASE Show details 7 Bilingual distributed word representations from document-aligned comparable data ... Vulić, I; Moens, MF. - : Apollo - University of Cambridge Repository, 2016 BASE Show details 8 Multi-Modal Representations for Improved Bilingual Lexicon Learning ... Vulić, I; Kiela, D; Clark, Stephen. - : Apollo - University of Cambridge Repository, 2016 BASE Show details 9 Bilingual distributed word representations from document-aligned comparable data Vulić, I; Moens, MF. - : AI Access Foundation, 2016. : https://jair.org/index.php/jair/article/view/10997, 2016. : Journal of Artificial Intelligence Research, 2016 BASE Show details 10 Multi-Modal Representations for Improved Bilingual Lexicon Learning Vulić, I; Kiela, D; Clark, Stephen. - : Association for Computational Linguistics, 2016. : http://acl2016.org/, 2016. : Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016 BASE Show details

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