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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 4 Hits 1 – 20 of 71 1 Under the Morphosyntactic Lens: A Multifaceted Evaluation of Gender Bias in Speech Translation ... Savoldi, Beatrice; Gaido, Marco; Bentivogli, Luisa. - : arXiv, 2022 BASE Show details 2 Findings of the IWSLT 2020 Evaluation campaign Niehues, Jan; Federico, Marcello; Ma, Xutai. - : Association for Computational Linguistics, 2022 BASE Show details 3 Tutorial: End-to-End Speech Translation Negri, Matteo; Salesky, Elizabeth; Turchi, Marco. - : Association for Computational Linguistics, 2022 BASE Show details 4 The IWSLT 2018 Evaluation Campaign Turchi, Marco; Federico, Marcello; Jan, Niehues. - : Association for Computational Linguistics, 2022 BASE Show details 5 The Dawn of the Human-Machine Era: A forecast of new and emerging language technologies. Sayers, Dave; Sousa-Silva, Rui; Höhn, Sviatlana... In: https://hal.archives-ouvertes.fr/hal-03230287 ; 2021 (2021) BASE Show details 6 Self-Learning for Zero Shot Neural Machine Translation ... Lakew, Surafel M.; Negri, Matteo; Turchi, Marco. - : arXiv, 2021 BASE Show details 7 Gender Bias in Machine Translation ... Savoldi, Beatrice; Gaido, Marco; Bentivogli, Luisa. - : arXiv, 2021 BASE Show details 8 How to Split: the Effect of Word Segmentation on Gender Bias in Speech Translation ... Gaido, Marco; Savoldi, Beatrice; Bentivogli, Luisa. - : arXiv, 2021 BASE Show details 9 The Multilingual TEDx Corpus for Speech Recognition and Translation ... Salesky, Elizabeth; Wiesner, Matthew; Bremerman, Jacob. - : arXiv, 2021 BASE Show details 10 Simultaneous Speech Translation for Live Subtitling: from Delay to Display ... Karakanta, Alina; Papi, Sara; Negri, Matteo. - : arXiv, 2021 BASE Show details 11 How to Split: the Effect of Word Segmentation on Gender Bias in Speech Translation ... 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; ., Matteo; Bentivogli, Luisa; Gaido, Marco; Negri, Matteo; Savoldi, Beatrice; Turchi, Marco. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.findings-acl.313 Abstract: Having recognized gender bias as a major issue affecting current translation technologies, researchers have primarily attempted to mitigate it by working on the data front. However, whether algorithmic aspects concur to exacerbate unwanted outputs remains so far under-investigated. In this work, we bring the analysis on gender bias in automatic translation onto a seemingly neutral yet critical component: word segmentation. Can segmenting methods influence the ability to translate gender? Do certain segmentation approaches penalize the representation of feminine linguistic markings? We address these questions by comparing 5 existing segmentation strategies on the target side of speech translation systems. Our results on two language pairs (English-Italian/French) show that state-of-the-art subword splitting (BPE) comes at the cost of higher gender bias. In light of this finding, we propose a combined approach that preserves BPE overall ... Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Gender Studies; Information and Knowledge Engineering; Neural Network; Semantics URL: https://underline.io/lecture/26404-how-to-split-the-effect-of-word-segmentation-on-gender-bias-in-speech-translation https://dx.doi.org/10.48448/ydta-r725 BASE Hide details 12 Speechformer: Reducing Information Loss in Direct Speech Translation ... Papi, Sara; Gaido, Marco; Negri, Matteo. - : arXiv, 2021 BASE Show details 13 Tutorial: End-to-End Speech Translation ... Niehues, Jan; Salesky, Elizabeth; Turchi, Marco. - : Association for Computational Linguistics, 2021 BASE Show details 14 Is “moby dick” a Whale or a Bird? Named Entities and Terminology in Speech Translation ... Association for Computational Linguistics 2021; Bentivogli, Luisa; Gaido, Marco. - : Underline Science Inc., 2021 BASE Show details 15 Speechformer: Reducing Information Loss in Direct Speech Translation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Gaido, Marco; Negri, Matteo. - : Underline Science Inc., 2021 BASE Show details 16 Gender Bias in Machine Translation ... 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; Bentivogli, Luisa; Gaido, Marco. - : Underline Science Inc., 2021 BASE Show details 17 Cascade versus Direct Speech Translation: Do the Differences Still Make a Difference? ... 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; Bentivogli, Luisa; Cettolo, Mauro. - : Underline Science Inc., 2021 BASE Show details 18 CTC-based Compression for Direct Speech Translation ... Gaido, Marco; Cettolo, Mauro; Negri, Matteo. - : arXiv, 2021 BASE Show details 19 Between Flexibility and Consistency: Joint Generation of Captions and Subtitles ... Karakanta, Alina; Gaido, Marco; Negri, Matteo. - : arXiv, 2021 BASE Show details 20 The Dawn of the Human-Machine Era: A forecast of new and emerging language technologies Sayers, Dave; Sousa-Silva, Rui; Höhn, Sviatlana. - 2021 BASE Show details Page: 1 2 3 4

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