Unified Speech-Text Pre-training for Speech Translation and Recognition ACL

Yun Tang | Hongyu Gong | Ning Dong | Changhan Wang | Wei-Ning Hsu | Jiatao Gu | Alexei Baevski | Xian Li | Abdelrahman Mohamed | Michael Auli | Juan Pino |

Non-Autoregressive Sequence Generation ACL

Jiatao Gu | Xu Tan |

Direct Speech-to-Speech Translation With Discrete Units ACL

Ann Lee | Peng-Jen Chen | Changhan Wang | Jiatao Gu | Sravya Popuri | Xutai Ma | Adam Polyak | Yossi Adi | Qing He | Yun Tang | Juan Pino | Wei-Ning Hsu |

Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem ACL Findings

Khalil Mrini | Shaoliang Nie | Jiatao Gu | Sinong Wang | Maziar Sanjabi | Hamed Firooz |

IDPG: An Instance-Dependent Prompt Generation Method NAACL

Zhuofeng Wu | Sinong Wang | Jiatao Gu | Rui Hou | Yuxiao Dong | V.G.Vinod Vydiswaran | Hao Ma |

Textless Speech-to-Speech Translation on Real Data NAACL

Ann Lee | Hongyu Gong | Paul-Ambroise Duquenne | Holger Schwenk | Peng-Jen Chen | Changhan Wang | Sravya Popuri | Yossi Adi | Juan Pino | Jiatao Gu | Wei-Ning Hsu |

Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders EACL

Xiang Kong | Adithya Renduchintala | James Cross | Yuqing Tang | Jiatao Gu | Xian Li |

The Source-Target Domain Mismatch Problem in Machine Translation EACL

Jiajun Shen | Peng-Jen Chen | Matthew Le | Junxian He | Jiatao Gu | Myle Ott | Michael Auli | Marc’Aurelio Ranzato |

Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade Findings

Jiatao Gu | Xiang Kong |

Detecting Hallucinated Content in Conditional Neural Sequence Generation Findings

Chunting Zhou | Graham Neubig | Jiatao Gu | Mona Diab | Francisco Guzmán | Luke Zettlemoyer | Marjan Ghazvininejad |

Multilingual Translation from Denoising Pre-Training Findings

Yuqing Tang | Chau Tran | Xian Li | Peng-Jen Chen | Naman Goyal | Vishrav Chaudhary | Jiatao Gu | Angela Fan |

fairseq Sˆ2: A Scalable and Integrable Speech Synthesis Toolkit EMNLP

Changhan Wang | Wei-Ning Hsu | Yossi Adi | Adam Polyak | Ann Lee | Peng-Jen Chen | Jiatao Gu | Juan Pino |

Lightweight Adapter Tuning for Multilingual Speech Translation ACL IJCNLP

Hang Le | Juan Pino | Changhan Wang | Jiatao Gu | Didier Schwab | Laurent Besacier |

FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN ACL IWSLT WS

Ebrahim Ansari | amittai axelrod | Nguyen Bach | Ondřej Bojar | Roldano Cattoni | Fahim Dalvi | Nadir Durrani | Marcello Federico | Christian Federmann | Jiatao Gu | Fei Huang | Kevin Knight | Xutai Ma | Ajay Nagesh | Matteo Negri | Jan Niehues | Juan Pino | Elizabeth Salesky | Xing Shi | Sebastian Stüker | Marco Turchi | Alexander Waibel | Changhan Wang |

Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation ACL

Arya D. McCarthy | Xian Li | Jiatao Gu | Ning Dong |

Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation COLING

Hang Le | Juan Pino | Changhan Wang | Jiatao Gu | Didier Schwab | Laurent Besacier |

Facebook AI’s WMT20 News Translation Task Submission EMNLP WMT

Peng-Jen Chen | Ann Lee | Changhan Wang | Naman Goyal | Angela Fan | Mary Williamson | Jiatao Gu |

Multilingual Denoising Pre-training for Neural Machine Translation TACL

Yinhan Liu | Jiatao Gu | Naman Goyal | Xian Li | Sergey Edunov | Marjan Ghazvininejad | Mike Lewis | Luke Zettlemoyer |

SIMULEVAL: An Evaluation Toolkit for Simultaneous Translation EMNLP

Xutai Ma | Mohammad Javad Dousti | Changhan Wang | Jiatao Gu | Juan Pino |

CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpus LREC

Changhan Wang | Juan Pino | Anne Wu | Jiatao Gu |

VizSeq: a visual analysis toolkit for text generation tasks EMNLP

Changhan Wang | Anirudh Jain | Danlu Chen | Jiatao Gu |

Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations ACL

Jiatao Gu | Yong Wang | Kyunghyun Cho | Victor O.K. Li |

Insertion-based Decoding with Automatically Inferred Generation Order TACL

Jiatao Gu | Qi Liu | Kyunghyun Cho |

Harnessing Indirect Training Data for End-to-End Automatic Speech Translation: Tricks of the Trade EMNLP IWSLT

Juan Pino | Liezl Puzon | Jiatao Gu | Xutai Ma | Arya D. McCarthy | Deepak Gopinath |

Meta-Learning for Low-Resource Neural Machine Translation EMNLP

Jiatao Gu | Yong Wang | Yun Chen | Victor O. K. Li | Kyunghyun Cho |

Universal Neural Machine Translation for Extremely Low Resource Languages NAACL

Jiatao Gu | Hany Hassan | Jacob Devlin | Victor O.K. Li |

Trainable Greedy Decoding for Neural Machine Translation EMNLP

Jiatao Gu | Kyunghyun Cho | Victor O.K. Li |

Learning to Translate in Real-time with Neural Machine Translation EACL

Jiatao Gu | Graham Neubig | Kyunghyun Cho | Victor O.K. Li |

Incorporating Copying Mechanism in Sequence-to-Sequence Learning ACL

Jiatao Gu | Zhengdong Lu | Hang Li | Victor O.K. Li |

Efficient Learning for Undirected Topic Models ACL IJCNLP

Jiatao Gu | Victor O.K. Li |