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Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets


Mar 22, 2021
Isaac Caswell, Julia Kreutzer, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei, Pedro Javier Ortiz Suárez, Iroro Orife, Kelechi Ogueji, Rubungo Andre Niyongabo, Toan Q. Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Firat, Bonaventure F. P. Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk Ballı, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi

* 10 pages paper; 10 pages appendix; AfricaNLP 2021 

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A Latent Morphology Model for Open-Vocabulary Neural Machine Translation


Oct 30, 2019
Duygu Ataman, Wilker Aziz, Alexandra Birch

* Submitted to ICLR 2020 

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On the Importance of Word Boundaries in Character-level Neural Machine Translation


Oct 21, 2019
Duygu Ataman, Orhan Firat, Mattia A. Di Gangi, Marcello Federico, Alexandra Birch

* To appear at the 3rd Workshop on Neural Generation and Translation (WNGT 2019) 

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Bianet: A Parallel News Corpus in Turkish, Kurdish and English


May 14, 2018
Duygu Ataman

* Published at the LREC Workshop MLP-MomenT 2018 

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Compositional Representation of Morphologically-Rich Input for Neural Machine Translation


May 05, 2018
Duygu Ataman, Marcello Federico

* Accepted at ACL 2018 

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Linguistically Motivated Vocabulary Reduction for Neural Machine Translation from Turkish to English


Jul 31, 2017
Duygu Ataman, Matteo Negri, Marco Turchi, Marcello Federico

* The Prague Bulletin of Mathematical Linguistics. No. 108, 2017, pp. 331-342 
* The 20th Annual Conference of the European Association for Machine Translation (EAMT), Research Paper, 12 pages 

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