Revisiting Machine Translation for Cross-lingual Classification EMNLP

Mikel Artetxe | Vedanuj Goswami | Shruti Bhosale | Angela Fan | Luke Zettlemoyer |

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 |

Tricks for Training Sparse Translation Models NAACL

Dheeru Dua | Shruti Bhosale | Vedanuj Goswami | James Cross | Mike Lewis | Angela Fan |

Efficient Large Scale Language Modeling with Mixtures of Experts EMNLP

Mikel Artetxe | Shruti Bhosale | Naman Goyal | Todor Mihaylov | Myle Ott | Sam Shleifer | Xi Victoria Lin | Jingfei Du | Srinivasan Iyer | Ramakanth Pasunuru | Giridharan Anantharaman | Xian Li | Shuohui Chen | Halil Akin | Mandeep Baines | Louis Martin | Xing Zhou | Punit Singh Koura | Brian O’Horo | Jeffrey Wang | Luke Zettlemoyer | Mona Diab | Zornitsa Kozareva | Veselin Stoyanov |

Data Selection Curriculum for Neural Machine Translation F i n d i n g s - E M N L P

Tasnim Mohiuddin | Philipp Koehn | Vishrav Chaudhary | James Cross | Shruti Bhosale | Shafiq Joty |

Multilingual Machine Translation with Hyper-Adapters EMNLP

Christos Baziotis | Mikel Artetxe | James Cross | Shruti Bhosale |

Few-shot Learning with Multilingual Generative Language Models EMNLP

Xi Victoria Lin | Todor Mihaylov | Mikel Artetxe | Tianlu Wang | Shuohui Chen | Daniel Simig | Myle Ott | Naman Goyal | Shruti Bhosale | Jingfei Du | Ramakanth Pasunuru | Sam Shleifer | Punit Singh Koura | Vishrav Chaudhary | Brian O’Horo | Jeff Wang | Luke Zettlemoyer | Zornitsa Kozareva | Mona Diab | Veselin Stoyanov | Xian Li |

Facebook AI’s WMT21 News Translation Task Submission EMNLP WMT

Chau Tran | Shruti Bhosale | James Cross | Philipp Koehn | Sergey Edunov | Angela Fan |

Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling EMNLP WMT

Shruti Bhosale | Kyra Yee | Sergey Edunov | Michael Auli |

Detecting Promotional Content in Wikipedia EMNLP

Shruti Bhosale | Heath Vinicombe | Raymond Mooney |