Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages EACL

Simeng Sun | Maha Elbayad | Anna Sun | James Cross |

Towards Being Parameter-Efficient: A Stratified Sparsely Activated Transformer with Dynamic Capacity F i n d i n g s - E M N L P

Haoran Xu | Maha Elbayad | Kenton Murray | Jean Maillard | Vedanuj Goswami |

Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation F i n d i n g s - A C L

Maha Elbayad | Anna Sun | Shruti Bhosale |

Causes and Cures for Interference in Multilingual Translation ACL

Uri Shaham | Maha Elbayad | Vedanuj Goswami | Omer Levy | Shruti Bhosale |

evision PDF of 'Findings of the IWSLT 2022 Evaluation Campaign ACL IWSLT

Antonios Anastasopoulos | Loïc Barrault | Luisa Bentivogli | Marcely Zanon Boito | Ondřej Bojar | Roldano Cattoni | Anna Currey | Georgiana Dinu | Kevin Duh | Maha Elbayad | Clara Emmanuel | Yannick Estève | Marcello Federico | Christian Federmann | Souhir Gahbiche | Hongyu Gong | Roman Grundkiewicz | Barry Haddow | Benjamin Hsu | Dávid Javorský | Vĕra Kloudová | Surafel Lakew | Xutai Ma | Prashant Mathur | Paul McNamee | Kenton Murray | Maria Nǎdejde | Satoshi Nakamura | Matteo Negri | Jan Niehues | Xing Niu | John Ortega | Juan Pino | Elizabeth Salesky | Jiatong Shi | Matthias Sperber | Sebastian Stüker | Katsuhito Sudoh | Marco Turchi | Yogesh Virkar | Alexander Waibel | Changhan Wang | Shinji Watanabe |

Rethinking the Design of Sequence-to-Sequence Models for Efficient Machine Translation EAMT

Maha Elbayad |

Proceedings of the Second Workshop on Automatic Simultaneous Translation AutoSimTrans NAACL

Hua Wu | Colin Cherry | Liang Huang | Zhongjun He | Qun Liu | Maha Elbayad | Mark Liberman | Haifeng Wang | Mingbo Ma | Ruiqing Zhang |

FINDINGS OF THE IWSLT 2021 EVALUATION CAMPAIGN ACL IJCNLP IWSLT

Antonios Anastasopoulos | Ondřej Bojar | Jacob Bremerman | Roldano Cattoni | Maha Elbayad | Marcello Federico | Xutai Ma | Satoshi Nakamura | Matteo Negri | Jan Niehues | Juan Pino | Elizabeth Salesky | Sebastian Stüker | Katsuhito Sudoh | Marco Turchi | Alexander Waibel | Changhan Wang | Matthew Wiesner |

ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020 ACL IWSLT WS

Maha Elbayad | Ha Nguyen | Fethi Bougares | Natalia Tomashenko | Antoine Caubrière | Benjamin Lecouteux | Yannick Estève | Laurent Besacier |

Online Versus Offline NMT Quality: An In-depth Analysis on English-German and German-English COLING

Maha Elbayad | Michael Ustaszewski | Emmanuelle Esperança-Rodier | Francis Brunet-Manquat | Jakob Verbeek | Laurent Besacier |

Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction CoNLL

Maha Elbayad | Laurent Besacier | Jakob Verbeek |

Token-level and sequence-level loss smoothing for RNN language models ACL

Maha Elbayad | Laurent Besacier | Jakob Verbeek |