The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation WMT

Patrick Fernandes | Daniel Deutsch | Mara Finkelstein | Parker Riley | André Martins | Graham Neubig | Ankush Garg | Jonathan Clark | Markus Freitag | Orhan Firat |

GATITOS: Using a New Multilingual Lexicon for Low-resource Machine Translation EMNLP

Alexander Jones | Isaac Caswell | Orhan Firat | Ishank Saxena |

Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction IJCNLP AACL

Jonathan Pilault | Xavier Garcia | Arthur Bražinskas | Orhan Firat |

FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation TACL

Parker Riley | Timothy Dozat | Jan A. Botha | Xavier Garcia | Dan Garrette | Jason Riesa | Orhan Firat | Noah Constant |

Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents ACL

Biao Zhang | Ankur Bapna | Melvin Johnson | Ali Dabirmoghaddam | Naveen Arivazhagan | Orhan Firat |

Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation ACL

Yong Cheng | Ankur Bapna | Orhan Firat | Yuan Cao | Pidong Wang | Wolfgang Macherey |

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 |

Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages NAACL

Xavier Garcia | Aditya Siddhant | Orhan Firat | Ankur Parikh |

Explicit Alignment Objectives for Multilingual Bidirectional Encoders NAACL

Junjie Hu | Melvin Johnson | Orhan Firat | Aditya Siddhant | Graham Neubig |

Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution NAACL

Xavier Garcia | Noah Constant | Ankur Parikh | Orhan Firat |

XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation EMNLP

Sebastian Ruder | Noah Constant | Jan Botha | Aditya Siddhant | Orhan Firat | Jinlan Fu | Pengfei Liu | Junjie Hu | Dan Garrette | Graham Neubig | Melvin Johnson |

A Large-Scale Study of Machine Translation in Turkic Languages EMNLP

Jamshidbek Mirzakhalov | Anoop Babu | Duygu Ataman | Sherzod Kariev | Francis Tyers | Otabek Abduraufov | Mammad Hajili | Sardana Ivanova | Abror Khaytbaev | Antonio Laverghetta Jr. | Bekhzodbek Moydinboyev | Esra Onal | Shaxnoza Pulatova | Ahsan Wahab | Orhan Firat | Sriram Chellappan |

Evaluating Multiway Multilingual NMT in the Turkic Languages EMNLP WMT

Jamshidbek Mirzakhalov | Anoop Babu | Aigiz Kunafin | Ahsan Wahab | Bekhzodbek Moydinboyev | Sardana Ivanova | Mokhiyakhon Uzokova | Shaxnoza Pulatova | Duygu Ataman | Julia Kreutzer | Francis Tyers | Orhan Firat | John Licato | Sriram Chellappan |

Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference EMNLP Findings

Sneha Kudugunta | Yanping Huang | Ankur Bapna | Maxim Krikun | Dmitry Lepikhin | Minh-Thang Luong | Orhan Firat |

Proceedings of the 1st Workshop on Multilingual Representation Learning EMNLP MRL

Duygu Ataman | Alexandra Birch | Alexis Conneau | Orhan Firat | Sebastian Ruder | Gozde Gul Sahin |

Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation ACL

Aditya Siddhant | Ankur Bapna | Yuan Cao | Orhan Firat | Mia Chen | Sneha Kudugunta | Naveen Arivazhagan | Yonghui Wu |

Complete Multilingual Neural Machine Translation EMNLP WMT

Markus Freitag | Orhan Firat |

On the Discrepancy between Density Estimation and Sequence Generation EMNLP spnlp

Jason Lee | Dustin Tran | Orhan Firat | Kyunghyun Cho |

Towards End-to-End In-Image Neural Machine Translation EMNLP nlpbt

Elman Mansimov | Mitchell Stern | Mia Chen | Orhan Firat | Jakob Uszkoreit | Puneet Jain |

Simple, Scalable Adaptation for Neural Machine Translation EMNLP

Ankur Bapna | Orhan Firat |

Investigating Multilingual NMT Representations at Scale EMNLP

Sneha Kudugunta | Ankur Bapna | Isaac Caswell | Orhan Firat |

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

Duygu Ataman | Orhan Firat | Mattia A. Di Gangi | Marcello Federico | Alexandra Birch |

Non-Parametric Adaptation for Neural Machine Translation NAACL

Ankur Bapna | Orhan Firat |

Massively Multilingual Neural Machine Translation NAACL

Roee Aharoni | Melvin Johnson | Orhan Firat |

Findings of the First Shared Task on Machine Translation Robustness ACL WMT WS

Xian Li | Paul Michel | Antonios Anastasopoulos | Yonatan Belinkov | Nadir Durrani | Orhan Firat | Philipp Koehn | Graham Neubig | Juan Pino | Hassan Sajjad |

Training Deeper Neural Machine Translation Models with Transparent Attention EMNLP

Ankur Bapna | Mia Chen | Orhan Firat | Yuan Cao | Yonghui Wu |

Revisiting Character-Based Neural Machine Translation with Capacity and Compression EMNLP

Colin Cherry | George Foster | Ankur Bapna | Orhan Firat | Wolfgang Macherey |

The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation ACL

Mia Xu Chen | Orhan Firat | Ankur Bapna | Melvin Johnson | Wolfgang Macherey | George Foster | Llion Jones | Mike Schuster | Noam Shazeer | Niki Parmar | Ashish Vaswani | Jakob Uszkoreit | Lukasz Kaiser | Zhifeng Chen | Yonghui Wu | Macduff Hughes |

Nematus: a Toolkit for Neural Machine Translation EACL

Rico Sennrich | Orhan Firat | Kyunghyun Cho | Alexandra Birch | Barry Haddow | Julian Hitschler | Marcin Junczys-Dowmunt | Samuel Läubli | Antonio Valerio Miceli Barone | Jozef Mokry | Maria Nădejde |

Neural Machine Translation for Cross-Lingual Pronoun Prediction DiscoMT WS

Sebastien Jean | Stanislas Lauly | Orhan Firat | Kyunghyun Cho |

Zero-Resource Translation with Multi-Lingual Neural Machine Translation EMNLP

Orhan Firat | Baskaran Sankaran | Yaser Al-onaizan | Fatos T. Yarman Vural | Kyunghyun Cho |

Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism NAACL

Orhan Firat | Kyunghyun Cho | Yoshua Bengio |

Montreal Neural Machine Translation Systems for WMT’15 WMT WS

Sébastien Jean | Orhan Firat | Kyunghyun Cho | Roland Memisevic | Yoshua Bengio |