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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 3 Hits 1 – 20 of 42 1 FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task ... Tang, Yun; Gong, Hongyu; Li, Xian; Wang, Changhan; Pino, Juan; Schwenk, Holger; Goyal, Naman. - : arXiv, 2021 Abstract: In this paper, we describe our end-to-end multilingual speech translation system submitted to the IWSLT 2021 evaluation campaign on the Multilingual Speech Translation shared task. Our system is built by leveraging transfer learning across modalities, tasks and languages. First, we leverage general-purpose multilingual modules pretrained with large amounts of unlabelled and labelled data. We further enable knowledge transfer from the text task to the speech task by training two tasks jointly. Finally, our multilingual model is finetuned on speech translation task-specific data to achieve the best translation results. Experimental results show our system outperforms the reported systems, including both end-to-end and cascaded based approaches, by a large margin. In some translation directions, our speech translation results evaluated on the public Multilingual TEDx test set are even comparable with the ones from a strong text-to-text translation system, which uses the oracle speech transcripts as input. ... : Accepted by IWSLT 2021 as a system paper ... Keyword: Audio and Speech Processing eess.AS; Computation and Language cs.CL; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Sound cs.SD URL: https://arxiv.org/abs/2107.06959 https://dx.doi.org/10.48550/arxiv.2107.06959 BASE Hide details 2 CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web ... 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; Edunov, Sergey; Fan, angelafan@fb.com. - : Underline Science Inc., 2021 BASE Show details 3 Textless Speech-to-Speech Translation on Real Data ... Lee, Ann; Gong, Hongyu; Duquenne, Paul-Ambroise. - : arXiv, 2021 BASE Show details 4 Beyond English-Centric Multilingual Machine Translation ... Fan, Angela; Bhosale, Shruti; Schwenk, Holger. - : arXiv, 2020 BASE Show details 5 WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia ... Schwenk, Holger; Chaudhary, Vishrav; Sun, Shuo. - : arXiv, 2019 BASE Show details 6 MLQA: Evaluating Cross-lingual Extractive Question Answering ... Lewis, Patrick; Oğuz, Barlas; Rinott, Ruty. - : arXiv, 2019 BASE Show details 7 CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB ... Schwenk, Holger; Wenzek, Guillaume; Edunov, Sergey. - : arXiv, 2019 BASE Show details 8 Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond Artetxe, Mikel; Schwenk, Holger In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 597-610 (2019) (2019) BASE Show details 9 Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond ... Artetxe, Mikel; Schwenk, Holger. - : arXiv, 2018 BASE Show details 10 XNLI: Evaluating Cross-lingual Sentence Representations ... Conneau, Alexis; Lample, Guillaume; Rinott, Ruty. - : arXiv, 2018 BASE Show details 11 Filtering and Mining Parallel Data in a Joint Multilingual Space ... Schwenk, Holger. - : arXiv, 2018 BASE Show details 12 A Corpus for Multilingual Document Classification in Eight Languages ... Schwenk, Holger; Li, Xian. - : arXiv, 2018 BASE Show details 13 Very Deep Convolutional Networks for Text Classification Conneau, Alexis; Schwenk, Holger; Barrault, Loïc... In: European Chapter of the Association for Computational Linguistics EACL'17 ; https://hal.archives-ouvertes.fr/hal-01454940 ; European Chapter of the Association for Computational Linguistics EACL'17, 2017, Valencia, Spain (2017) BASE Show details 14 Learning Joint Multilingual Sentence Representations with Neural Machine Translation ... Schwenk, Holger; Douze, Matthijs. - : arXiv, 2017 BASE Show details 15 OCR Error Correction Using Statistical Machine Translation Afli, Haithem; Barrault, Loïc; Schwenk, Holger In: 16th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2015). ; https://hal.archives-ouvertes.fr/hal-01433200 ; 16th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2015)., 2015, Cairo, Egypt (2015) BASE Show details 16 Continuous Adaptation to User Feedback for Statistical Machine Translation Blain, Frédéric; Bougares, Fethi; Hazem, Amir... In: North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2015) ; https://hal.archives-ouvertes.fr/hal-01454944 ; North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2015), 2015, Denver (Colorado, USA), Unknown Region (2015) BASE Show details 17 Continuous adaptation to user feedback for statistical machine translation Bougares, Fethi; Barrault, Loïc; Hazem, Amir... In: 1001 ; 1005 (2015) BASE Show details 18 Translation project adaptation for MT-enhanced computer assisted translation [<Journal>] Cettolo, Mauro [Verfasser]; Bertoldi, Nicola [Verfasser]; Federico, Marcello [Verfasser]. DNB Subject Category Language Show details 19 Translation project adaptation for MT-enhanced computer assisted translation Cettolo, Mauro; Bertoldi, Nicola; Federico, Marcello... In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 28 (2014) 2, 127-150 OLC Linguistik Show details 20 Translation project adaptation for MT-enhanced computer assisted translation Cettolo, Mauro; Bertoldi, Nicola; Federico, Marcello... In: ISSN: 0922-6567 ; EISSN: 1573-0573 ; Machine Translation ; https://hal.archives-ouvertes.fr/hal-01157893 ; Machine Translation, Springer Verlag, 2014, Machine Translation Journal, 28, pp.127. &#x27E8;10.1007/s10590-014-9152-1&#x27E9; (2014) BASE Show details Page: 1 2 3

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