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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 – 11 of 11 1 MMTAfrica: Multilingual Machine Translation for African Languages ... Emezue, Chris C.; Dossou, Bonaventure F. P.. - : arXiv, 2022 BASE Show details 2 Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets Caswell, Isaac; Kreutzer, Julia; Wang, Lisa... In: https://hal.inria.fr/hal-03177623 ; 2021 (2021) BASE Show details 3 MasakhaNER: Named entity recognition for African languages Adelani, David,; Abbott, Jade; Neubig, Graham... In: EISSN: 2307-387X ; Transactions of the Association for Computational Linguistics ; https://hal.inria.fr/hal-03350962 ; Transactions of the Association for Computational Linguistics, The MIT Press, 2021, ⟨10.1162/tacl⟩ (2021) BASE Show details 4 OkwuGbé: End-to-End Speech Recognition for Fon and Igbo ... Dossou, Bonaventure F. P.; Emezue, Chris C.. - : arXiv, 2021 BASE Show details 5 Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets ... Kreutzer, Julia; Caswell, Isaac; Wang, Lisa; Wahab, Ahsan; van Esch, Daan; Ulzii-Orshikh, Nasanbayar; Tapo, Allahsera; Subramani, Nishant; Sokolov, Artem; Sikasote, Claytone; Setyawan, Monang; Sarin, Supheakmungkol; Samb, Sokhar; Sagot, Benoît; Rivera, Clara; Rios, Annette; Papadimitriou, Isabel; Osei, Salomey; Suarez, Pedro Ortiz; Orife, Iroro; Ogueji, Kelechi; Rubungo, Andre Niyongabo; Nguyen, Toan Q.; Müller, Mathias; Müller, André; Muhammad, Shamsuddeen Hassan; Muhammad, Nanda; Mnyakeni, Ayanda; Mirzakhalov, Jamshidbek; Matangira, Tapiwanashe; Leong, Colin; Lawson, Nze; Kudugunta, Sneha; Jernite, Yacine; Jenny, Mathias; Firat, Orhan; Dossou, Bonaventure F. P.; Dlamini, Sakhile; de Silva, Nisansa; Ballı, Sakine Çabuk; Biderman, Stella; Battisti, Alessia; Baruwa, Ahmed; Bapna, Ankur; Baljekar, Pallavi; Azime, Israel Abebe; Awokoya, Ayodele; Ataman, Duygu; Ahia, Orevaoghene; Ahia, Oghenefego. - : arXiv, 2021 Abstract: With the success of large-scale pre-training and multilingual modeling in Natural Language Processing (NLP), recent years have seen a proliferation of large, web-mined text datasets covering hundreds of languages. We manually audit the quality of 205 language-specific corpora released with five major public datasets (CCAligned, ParaCrawl, WikiMatrix, OSCAR, mC4). Lower-resource corpora have systematic issues: At least 15 corpora have no usable text, and a significant fraction contains less than 50% sentences of acceptable quality. In addition, many are mislabeled or use nonstandard/ambiguous language codes. We demonstrate that these issues are easy to detect even for non-proficient speakers, and supplement the human audit with automatic analyses. Finally, we recommend techniques to evaluate and improve multilingual corpora and discuss potential risks that come with low-quality data releases. ... : Accepted at TACL; pre-MIT Press publication version ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2103.12028 https://arxiv.org/abs/2103.12028 BASE Hide details 6 Fon French Daily Dialogues Parallel Data ... Dossou, Bonaventure; Fabroni Yoclounon; Ahounvlamè, Ricardo. - : Zenodo, 2021 BASE Show details 7 Fon French Daily Dialogues Parallel Data ... Dossou, Bonaventure; Fabroni Yoclounon; Ahounvlamè, Ricardo. - : Zenodo, 2021 BASE Show details 8 OkwuGbé: End-to-End Speech Recognition for Fon and Igbo ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Dossou, Bonaventure F. P.; Emezue, Chris C.. - : Underline Science Inc., 2021 BASE Show details 9 FFR v1.1: Fon-French Neural Machine Translation ... Dossou, Bonaventure F. P.; Emezue, Chris C.. - : arXiv, 2020 BASE Show details 10 FFR V1.0: Fon-French Neural Machine Translation ... Dossou, Bonaventure F. P.; Emezue, Chris C.. - : arXiv, 2020 BASE Show details 11 Participatory Research for Low-resourced Machine Translation:A Case Study in African Languages Nekoto, Wilhelmina; Marivate, Vukosi; Matsila, Tshinondiwa. - 2020 BASE Show details

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