A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models F i n d i n g s - E A C L

Jimin Sun | Patrick Fernandes | Xinyi Wang | Graham Neubig |

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 |

When Does Translation Require Context? A Data-driven, Multilingual Exploration ACL

Patrick Fernandes | Kayo Yin | Emmy Liu | André Martins | Graham Neubig |

Epsilon Sampling Rocks: Investigating Sampling Strategies for Minimum Bayes Risk Decoding for Machine Translation F i n d i n g s - E M N L P

Markus Freitag | Behrooz Ghorbani | Patrick Fernandes |

Multi-Dimensional Evaluation of Text Summarization with In-Context Learning F i n d i n g s - A C L

Sameer Jain | Vaishakh Keshava | Swarnashree Mysore Sathyendra | Patrick Fernandes | Pengfei Liu | Graham Neubig | Chunting Zhou |

Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation TACL

Patrick Fernandes | Aman Madaan | Emmy Liu | António Farinhas | Pedro Henrique Martins | Amanda Bertsch | José G. C. de Souza | Shuyan Zhou | Tongshuang Wu | Graham Neubig | André F. T. Martins |

ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit ACL

Brian Yan | Jiatong Shi | Yun Tang | Hirofumi Inaguma | Yifan Peng | Siddharth Dalmia | Peter Polák | Patrick Fernandes | Dan Berrebbi | Tomoki Hayashi | Xiaohui Zhang | Zhaoheng Ni | Moto Hira | Soumi Maiti | Juan Pino | Shinji Watanabe |

CMU’s IWSLT 2022 Dialect Speech Translation System ACL IWSLT

Brian Yan | Patrick Fernandes | Siddharth Dalmia | Jiatong Shi | Yifan Peng | Dan Berrebbi | Xinyi Wang | Graham Neubig | Shinji Watanabe |

Predicting Attention Sparsity in Transformers ACL spnlp

Marcos Treviso | António Góis | Patrick Fernandes | Erick Fonseca | Andre Martins |

Quality-Aware Decoding for Neural Machine Translation NAACL

Patrick Fernandes | António Farinhas | Ricardo Rei | José De Souza | Perez Ogayo | Graham Neubig | Andre Martins |

Findings of the WMT 2022 Shared Task on Chat Translation WMT

Ana C Farinha | M. Amin Farajian | Marianna Buchicchio | Patrick Fernandes | José G. C. De Souza | Helena Moniz | André F. T. Martins |

Do Context-Aware Translation Models Pay the Right Attention? ACL IJCNLP

Kayo Yin | Patrick Fernandes | Danish Pruthi | Aditi Chaudhary | André F. T. Martins | Graham Neubig |

Measuring and Increasing Context Usage in Context-Aware Machine Translation ACL IJCNLP

Patrick Fernandes | Kayo Yin | Graham Neubig | André F. T. Martins |