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

Julia Kreutzer | Isaac Caswell | 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 Ortiz Suarez | Iroro Orife | Kelechi Ogueji | Andre Niyongabo Rubungo | 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 |

Data Augmentation by Concatenation for Low-Resource Translation: A Mystery and a Solution ACL IJCNLP IWSLT

Toan Q. Nguyen | Kenton Murray | David Chiang |

Masked Language Model Scoring ACL

Julian Salazar | Davis Liang | Toan Q. Nguyen | Katrin Kirchhoff |

Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation EMNLP WS

Kenton Murray | Jeffery Kinnison | Toan Q. Nguyen | Walter Scheirer | David Chiang |

Neural Machine Translation of Text from Non-Native Speakers NAACL

Antonios Anastasopoulos | Alison Lui | Toan Q. Nguyen | David Chiang |

Transformers without Tears: Improving the Normalization of Self-Attention EMNLP IWSLT

Toan Q. Nguyen | Julian Salazar |

Improving Lexical Choice in Neural Machine Translation NAACL

Toan Nguyen | David Chiang |

Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation IJCNLP

Toan Q. Nguyen | David Chiang |