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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. - : arXiv, 2021 BASE Show 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; España-Bonet, Cristina; Pylypenko, Daria; van Genabith, Josef. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.676/ Abstract: Traditional hand-crafted linguistically-informed features have often been used for distinguishing between translated and original non-translated texts. By contrast, to date, neural architectures without manual feature engineering have been less explored for this task. In this work, we (i) compare the traditional feature-engineering-based approach to the feature-learning-based one and (ii) analyse the neural architectures in order to investigate how well the hand-crafted features explain the variance in the neural models' predictions. We use pre-trained neural word embeddings, as well as several end-to-end neural architectures in both monolingual and multilingual settings and compare them to feature-engineering-based SVM classifiers. We show that (i) neural architectures outperform other approaches by more than 20 accuracy points, with the BERT-based model performing the best in both the monolingual and multilingual settings; (ii) ... Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Machine translation; Natural Language Processing URL: https://underline.io/lecture/38089-comparing-feature-engineering-and-feature-learning-approaches-for-multilingual-translationese-classification https://dx.doi.org/10.48448/fj59-8z46 BASE Hide 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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