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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 29 1 The effect of domain and diacritics in Yorùbá-English neural machine translation Adelani, David,; Ruiter, Dana; Alabi, Jesujoba,... In: 18th Biennial Machine Translation Summit ; https://hal.inria.fr/hal-03350967 ; 18th Biennial Machine Translation Summit, Aug 2021, Orlando, United States (2021) BASE Show details 2 Europarl Direct Translationese Dataset ... Amponsah-Kaakyire, Kwabena; Pylypenko, Daria; España-Bonet, Cristina. - : Zenodo, 2021 BASE Show details 3 Europarl Direct Translationese Dataset ... Amponsah-Kaakyire, Kwabena; Pylypenko, Daria; España-Bonet, Cristina. - : Zenodo, 2021 BASE Show details 4 Europarl Direct Translationese Dataset ... Amponsah-Kaakyire, Kwabena; Pylypenko, Daria; España-Bonet, Cristina. - : Zenodo, 2021 BASE Show details 5 A Data Augmentation Approach for Sign-Language-To-Text Translation In-The-Wild ... Nunnari, Fabrizio; España-Bonet, Cristina; Avramidis, Eleftherios. - : Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021 BASE Show details 6 The Effect of Domain and Diacritics in Yorùbá-English Neural Machine Translation ... Adelani, David I.; Ruiter, Dana; Alabi, Jesujoba O.. - : arXiv, 2021 BASE Show details 7 Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages ... Ruiter, Dana; Klakow, Dietrich; van Genabith, Josef; España-Bonet, Cristina. - : arXiv, 2021 Abstract: For most language combinations, parallel data is either scarce or simply unavailable. To address this, unsupervised machine translation (UMT) exploits large amounts of monolingual data by using synthetic data generation techniques such as back-translation and noising, while self-supervised NMT (SSNMT) identifies parallel sentences in smaller comparable data and trains on them. To date, the inclusion of UMT data generation techniques in SSNMT has not been investigated. We show that including UMT techniques into SSNMT significantly outperforms SSNMT and UMT on all tested language pairs, with improvements of up to +4.3 BLEU, +50.8 BLEU, +51.5 over SSNMT, statistical UMT and hybrid UMT, respectively, on Afrikaans to English. We further show that the combination of multilingual denoising autoencoding, SSNMT with backtranslation and bilingual finetuning enables us to learn machine translation even for distant language pairs for which only small amounts of monolingual data are available, e.g. yielding BLEU scores ... : 11 pages, 8 figures, accepted at MT-Summit 2021 (Research Track) ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2107.08772 https://arxiv.org/abs/2107.08772 BASE Hide details 8 Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification ... Pylypenko, Daria; Amponsah-Kaakyire, Kwabena; Chowdhury, Koel Dutta. - : arXiv, 2021 BASE Show details 9 Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Amponsah-Kaakyire, Kwabena; Dutta Chowdhury, Koel. - : Underline Science Inc., 2021 BASE Show details 10 Automatic classification of human translation and machine translation : a study from the perspective of lexical diversity Fu, Yingxue; Nederhof, Mark Jan. - : Linkoping University Electronic Press, 2021 BASE Show details 11 Tailoring and Evaluating the Wikipedia for in-Domain Comparable Corpora Extraction ... España-Bonet, Cristina; Barrón-Cedeño, Alberto; Màrquez, Lluís. - : arXiv, 2020 BASE Show details 12 WTC1.1 (WikiTailor corpus v. 1.1) ... España-Bonet, Cristina; Barrón-Cedeño, Alberto; Màrquez, Lluís. - : Zenodo, 2020 BASE Show details 13 MT models for multilingual CLuBS engine (en-de-fr-es) ... España-Bonet, Cristina; Henning, Sophie; Ramthun, Roland. - : Zenodo, 2020 BASE Show details 14 WTC1.0 (WikiTailor corpus v. 1.0) ... España-Bonet, Cristina; Barrón-Cedeño, Alberto; Màrquez, Lluís. - : Zenodo, 2020 BASE Show details 15 WTC1.1 (WikiTailor corpus v. 1.1) ... España-Bonet, Cristina; Barrón-Cedeño, Alberto; Màrquez, Lluís. - : Zenodo, 2020 BASE Show details 16 MT models for multilingual CLuBS engine (en-de-fr-es) ... España-Bonet, Cristina; Henning, Sophie; Ramthun, Roland. - : Zenodo, 2020 BASE Show details 17 Multilingual and Interlingual Semantic Representations for Natural Language Processing: A Brief Introduction Costa-jussà, Marta R.; España-Bonet, Cristina; Fung, Pascale... In: Computational Linguistics, Vol 46, Iss 2, Pp 249-255 (2020) (2020) BASE Show details 18 GeBioToolkit: Automatic Extraction of Gender-Balanced Multilingual Corpus of Wikipedia Biographies ... Costa-jussà, Marta R.; Lin, Pau Li; España-Bonet, Cristina. - : arXiv, 2019 BASE Show details 19 Massive vs. Curated Word Embeddings for Low-Resourced Languages. The Case of Yorùbá and Twi ... Alabi, Jesujoba O.; Amponsah-Kaakyire, Kwabena; Adelani, David I.. - : arXiv, 2019 BASE Show details 20 Query Translation for Cross-lingual Search in the Academic Search Engine PubPsych ... España-Bonet, Cristina; Stiller, Juliane; Ramthun, Roland. - : PsychArchives, 2018 BASE Show details Page: 1 2

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