FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGN IWSLT

Milind Agarwal | Sweta Agrawal | Antonios Anastasopoulos | Luisa Bentivogli | Ondřej Bojar | Claudia Borg | Marine Carpuat | Roldano Cattoni | Mauro Cettolo | Mingda Chen | William Chen | Khalid Choukri | Alexandra Chronopoulou | Anna Currey | Thierry Declerck | Qianqian Dong | Kevin Duh | Yannick Estève | Marcello Federico | Souhir Gahbiche | Barry Haddow | Benjamin Hsu | Phu Mon Htut | Hirofumi Inaguma | Dávid Javorský | John Judge | Yasumasa Kano | Tom Ko | Rishu Kumar | Pengwei Li | Xutai Ma | Prashant Mathur | Evgeny Matusov | Paul McNamee | John P. McCrae | Kenton Murray | Maria Nadejde | Satoshi Nakamura | Matteo Negri | Ha Nguyen | Jan Niehues | Xing Niu | Atul Kr. Ojha | John E. Ortega | Proyag Pal | Juan Pino | Lonneke van der Plas | Peter Polák | Elijah Rippeth | Elizabeth Salesky | Jiatong Shi | Matthias Sperber | Sebastian Stüker | Katsuhito Sudoh | Yun Tang | Brian Thompson | Kevin Tran | Marco Turchi | Alex Waibel | Mingxuan Wang | Shinji Watanabe | Rodolfo Zevallos |

Findings of the 2023 Conference on Machine Translation (WMT23): LLMs Are Here but Not Quite There Yet WMT

Tom Kocmi | Eleftherios Avramidis | Rachel Bawden | Ondřej Bojar | Anton Dvorkovich | Christian Federmann | Mark Fishel | Markus Freitag | Thamme Gowda | Roman Grundkiewicz | Barry Haddow | Philipp Koehn | Benjamin Marie | Christof Monz | Makoto Morishita | Kenton Murray | Makoto Nagata | Toshiaki Nakazawa | Martin Popel | Maja Popović | Mariya Shmatova |

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 |

Condensing Multilingual Knowledge with Lightweight Language-Specific Modules EMNLP

Haoran Xu | Weiting Tan | Shuyue Li | Yunmo Chen | Benjamin Van Durme | Philipp Koehn | Kenton Murray |

Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution F i n d i n g s - A C L

Tianjian Li | Kenton Murray |

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 |

Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer Findings NAACL

Haoran Xu | Kenton Murray |

Strategies for Adapting Multilingual Pre-training for Domain-Specific Machine Translation AMTA

Neha Verma | Kenton Murray | Kevin Duh |

The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains EMNLP

Haoran Xu | Philipp Koehn | Kenton Murray |

Gradual Fine-Tuning for Low-Resource Domain Adaptation AdaptNLP EACL

Haoran Xu | Seth Ebner | Mahsa Yarmohammadi | Aaron Steven White | Benjamin Van Durme | Kenton Murray |

BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation EMNLP

Haoran Xu | Benjamin Van Durme | Kenton Murray |

Joint Universal Syntactic and Semantic Parsing TACL

Elias Stengel-Eskin | Kenton Murray | Sheng Zhang | Aaron Steven White | Benjamin Van Durme |

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

Toan Q. Nguyen | Kenton Murray | David Chiang |

Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction EMNLP

Mahsa Yarmohammadi | Shijie Wu | Marc Marone | Haoran Xu | Seth Ebner | Guanghui Qin | Yunmo Chen | Jialiang Guo | Craig Harman | Kenton Murray | Aaron Steven White | Mark Dredze | Benjamin Van Durme |

The JHU Submission to the 2020 Duolingo Shared Task on Simultaneous Translation and Paraphrase for Language Education ACL NGT WS

Huda Khayrallah | Jacob Bremerman | Arya D. McCarthy | Kenton Murray | Winston Wu | Matt Post |

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 |

Efficiency through Auto-Sizing:Notre Dame NLP’s Submission to the WNGT 2019 Efficiency Task EMNLP WS

Kenton Murray | Brian DuSell | David Chiang |

Correcting Length Bias in Neural Machine Translation EMNLP WMT WS

Kenton Murray | David Chiang |

Auto-Sizing Neural Networks: With Applications to n-gram Language Models EMNLP

Kenton Murray | David Chiang |

The CMU Machine Translation Systems at WMT 2013: Syntax, Synthetic Translation Options, and Pseudo-References WMT WS

Waleed Ammar | Victor Chahuneau | Michael Denkowski | Greg Hanneman | Wang Ling | Austin Matthews | Kenton Murray | Nicola Segall | Alon Lavie | Chris Dyer |

QCRI at IWSLT 2013: experiments in Arabic-English and English-Arabic spoken language translation IWSLT

Hassan Sajjad | Francisco Guzmán | Preslav Nakov | Ahmed Abdelali | Kenton Murray | Fahad Al Obaidli | Stephan Vogel |