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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 – 20 of 20 1 Neural machine translation between similar south-Slavic languages Popović, Maja; Poncelas, Alberto In: Popović, Maja orcid:0000-0001-8234-8745 and Poncelas, Alberto orcid:0000-0002-5089-1687 (2020) Neural machine translation between similar south-Slavic languages. In: 2020 Fifth Conference on Machine Translation (WMT20), 19-20 Nov 2020, Dominican Republic (Online). (2020) BASE Show details 2 Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation Soto, Xabier; Shterionov, Dimitar; Poncelas, Alberto... In: Soto, Xabier orcid:0000-0002-3622-6496 , Shterionov, Dimitar orcid:0000-0001-6300-797X , Poncelas, Alberto orcid:0000-0002-5089-1687 and Way, Andy orcid:0000-0001-5736-5930 (2020) Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation. In: Annual Conference of the Association for Computational Linguistics, ACL, 5-10 July 2020, Seattle, WA, USA (Online). (2020) BASE Show details 3 Rapid development of competitive translation engines for access to multilingual COVID-19 information Way, Andy; Haque, Rejwanul; Xie, Guodong... In: Way, Andy orcid:0000-0001-5736-5930 , Haque, Rejwanul orcid:0000-0003-1680-0099 , Xie, Guodong, Gaspari, Federico orcid:0000-0003-3808-8418 , Popović, Maja orcid:0000-0001-8234-8745 and Poncelas, Alberto orcid:0000-0002-5089-1687 (2020) Rapid development of competitive translation engines for access to multilingual COVID-19 information. Informatics . ISSN 2227-9709 (2020) BASE Show details 4 Using multiple subwords to improve English-Esperanto automated literary translation quality Poncelas, Alberto; Way, Andy; Hadley, James... In: Poncelas, Alberto orcid:0000-0002-5089-1687 , Buts, Jan orcid:0000-0002-7657-804X , Hadley, James orcid:0000-0003-1950-2679 and Way, Andy orcid:0000-0001-5736-5930 (2020) Using multiple subwords to improve English-Esperanto automated literary translation quality. In: Workshop on Technologies for MT of Low Resource Languages (AACL-IJCNLP), 4 Dec 2020, Suzhou, China(Online). (2020) BASE Show details 5 The impact of indirect machine translation on sentiment classification Hadley, James; Way, Andy; Poncelas, Alberto... In: Poncelas, Alberto orcid:0000-0002-5089-1687 , Lohar, Pintu, Way, Andy orcid:0000-0001-5736-5930 and Hadley, James orcid:0000-0003-1950-2679 (2020) The impact of indirect machine translation on sentiment classification. In: 14th biennial conference of the Association for Machine Translation in the Americas, AMTA, 6-10 Oct 2020, Orlando, Fl, USA (Virtual). (In Press) (2020) BASE Show details 6 Facilitating Access to Multilingual COVID-19 Information via Neural Machine Translation ... Way, Andy; Haque, Rejwanul; Xie, Guodong. - : arXiv, 2020 BASE Show details 7 Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation ... Soto, Xabier; Shterionov, Dimitar; Poncelas, Alberto. - : arXiv, 2020 BASE Show details 8 Adapting NMT to caption translation in Wikimedia Commons for low-resource languages Poncelas, Alberto; Sarasola, Kepa; Dowling, Meghan... In: Poncelas, Alberto orcid:0000-0002-5089-1687 , Sarasola, Kepa orcid:0000-0003-4349-6088 , Dowling, Meghan orcid:0000-0003-1637-4923 , Way, Andy orcid:0000-0001-5736-5930 , Labaka, Gorka orcid:0000-0003-4611-2502 and Alegria, Iñaki orcid:0000-0002-0272-1472 (2019) Adapting NMT to caption translation in Wikimedia Commons for low-resource languages. Procesamiento de Lenguaje Natural, 63 . pp. 33-40. ISSN 1135-5948 (2019) BASE Show details 9 Adapting NMT to caption translation in Wikimedia Commons for low-resource languages Poncelas, Alberto; Sarasola, Kepa; Dowling, Meghan... In: Poncelas, Alberto orcid:0000-0002-5089-1687 , Sarasola, Kepa orcid:0000-0003-4349-6088 , Dowling, Meghan orcid:0000-0003-1637-4923 , Way, Andy orcid:0000-0001-5736-5930 , Labaka, Gorka orcid:0000-0003-4611-2502 and Alegria, Iñaki orcid:0000-0002-0272-1472 (2019) Adapting NMT to caption translation in Wikimedia Commons for low-resource languages. Procesamiento del Lenguaje Natural, 63 . pp. 33-40. ISSN 1135-5948 (2019) BASE Show details 10 Selecting artificially-generated sentences for fine-tuning neural machine translation Way, Andy; Poncelas, Alberto In: Poncelas, Alberto orcid:0000-0002-5089-1687 and Way, Andy orcid:0000-0001-5736-5930 (2019) Selecting artificially-generated sentences for fine-tuning neural machine translation. In: 12th International Conference on Natural Language Generation, 29 Oct - 1 Nov 2019, Tokyo, Japan. (2019) BASE Show details 11 Improving transductive data selection algorithms for machine translation Poncelas, Alberto. - : Dublin City University. School of Computing, 2019. : Dublin City University. ADAPT, 2019 In: Poncelas, Alberto orcid:0000-0002-5089-1687 (2019) Improving transductive data selection algorithms for machine translation. PhD thesis, Dublin City University. (2019) BASE Show details 12 Combining SMT and NMT back-translated data for efficient NMT Shterionov, Dimitar; Way, Andy; Maillette de Buy Wenniger, Gideon... In: Poncelas, Alberto orcid:0000-0002-5089-1687 , Popović, Maja orcid:0000-0001-8234-8745 , Shterionov, Dimitar orcid:0000-0001-6300-797X , Maillette de Buy Wenniger, Gideon and Way, Andy orcid:0000-0001-5736-5930 (2019) Combining SMT and NMT back-translated data for efficient NMT. In: Recent Advances in Natural Language Processing (RANLP 2019), 2-4 Sept 2019, Varna, Bulgaria. (2019) BASE Show details 13 Transductive data-selection algorithms for fine-tuning neural machine translation Maillette de Buy Wenniger, Gideon; Way, Andy; Poncelas, Alberto In: Poncelas, Alberto orcid:0000-0002-5089-1687 , Maillette de Buy Wenniger, Gideon orcid:0000-0001-8427-7055 and Way, Andy orcid:0000-0001-5736-5930 (2019) Transductive data-selection algorithms for fine-tuning neural machine translation. In: The 8th Workshop on Patent and Scientific Literature Translation, Dublin, Ireland. (2019) BASE Show details 14 Adaptation of machine translation models with back-translated data using transductive data selection methods Maillette de Buy Wenniger, Gideon; Way, Andy; Poncelas, Alberto In: Poncelas, Alberto orcid:0000-0002-5089-1687 , Maillette de Buy Wenniger, Gideon orcid:0000-0001-8427-7055 and Way, Andy orcid:0000-0001-5736-5930 (2019) Adaptation of machine translation models with back-translated data using transductive data selection methods. In: A Proceedings of CICLing 2019, the 20th International Conference on Computational Linguistics and Intelligent Text Processing, 7 - 13 Apr 2019, La Rochelle, France. (2019) BASE Show details 15 ABI Neural Ensemble Model for Gender Prediction Adapt Bar-Ilan Submission for the CLIN29 Shared Task on Gender Prediction ... Vanmassenhove, Eva; Moryossef, Amit; Poncelas, Alberto. - : arXiv, 2019 BASE Show details 16 Adapting NMT to caption translation in Wikimedia Commons for low-resource languages ; Adaptando NMT a la traducción de pies de imagen en Wikimedia Commons para idiomas con pocos recursos Poncelas, Alberto; Sarasola Gabiola, Kepa; Dowling, Meghan. - : Sociedad Española para el Procesamiento del Lenguaje Natural, 2019 BASE Show details 17 Extracting in-domain training corpora for neural machine translation using data selection methods Liu, Chao-Hong; Poncelas, Alberto; Way, Andy... In: Cruz Silva, Catarina, Liu, Chao-Hong orcid:0000-0002-1235-6026 , Poncelas, Alberto orcid:0000-0002-5089-1687 and Way, Andy orcid:0000-0001-5736-5930 (2018) Extracting in-domain training corpora for neural machine translation using data selection methods. In: Third Conference on Machine Translation (WMT), 31 Oct - 1 Nov 2018, Belgium, Brussels. (2018) BASE Show details 18 Understanding Meanings in Multilingual Customer Feedback ... Liu, Chao-Hong; Groves, Declan; Hayakawa, Akira. - : arXiv, 2018 BASE Show details 19 Applying N-gram alignment entropy to improve feature decay algorithms Poncelas, Alberto; Maillette de Buy Wenniger, Gideon; Way, Andy In: Poncelas, Alberto orcid:0000-0002-5089-1687 , Maillette de Buy Wenniger, Gideon and Way, Andy orcid:0000-0001-5736-5930 (2017) Applying N-gram alignment entropy to improve feature decay algorithms. The Prague Bulletin of Mathematical Linguistics (108). pp. 245-256. ISSN 0032-6585 (2017) Abstract: Data Selection is a popular step in Machine Translation pipelines. Feature Decay Algorithms (FDA) is a technique for data selection that has shown a good performance in several tasks. FDA aims to maximize the coverage of n-grams in the test set. However, intuitively, more ambiguous n-grams require more training examples in order to adequately estimate their translation probabilities. This ambiguity can be measured by alignment entropy. In this paper we propose two methods for calculating the alignment entropies for n-grams of any size, which can be used for improving the performance of FDA. We evaluate the substitution of the n-gram-specific entropy values computed by these methods to the parameters of both the exponential and linear decay factor of FDA. The experiments conducted on German-to-English and Czech-to-English translation demonstrate that the use of alignment entropies can lead to an increase in the quality of the results of FDA. Keyword: Algorithms; Feature Decay Algorithms (FDA); Machine translating URL: http://doras.dcu.ie/22304/ BASE Hide details 20 Applying N-gram Alignment Entropy to Improve Feature Decay Algorithms Poncelas Alberto; Maillette de Buy Wenniger Gideon; Way Andy In: Prague Bulletin of Mathematical Linguistics , Vol 108, Iss 1, Pp 245-256 (2017) (2017) BASE Show details

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