Publications

  • Streaming Simultaneous Speech Translation with Augmented Memory Transformer
    Xutai Ma, Yongqiang Wang, Mohammad Javad Dousti, Philipp Koehn, Juan Pino
    ICASSP 2020

  • A General Multi-Task Learning Framework to Leverage Text Data for Speech to Text Tasks
    Yun Tang, Juan Pino, Changhan Wang, Xutai Ma, Dmitriy Genzel
    ICASSP 2020

  • SimulMT to SimulST: Adapting Simultaneous Text Translation to End-to-End Simultaneous Speech Translation
    Xutai Ma, Juan Pino, Philipp Koehn
    AACL-IJCNLP 2020

  • fairseq S2T: Fast Speech-to-Text Modeling with fairseq
    Changhan Wang, Yun Tang, Xutai Ma, Anne Wu, Dmytro Okhonko, Juan Pino
    AACL 2020 Demo

  • SimulEval: An Evaluation Toolkit for Simultaneous Translation
    Xutai Ma, Mohammad Javad Dousti, Changhan Wang, Jiatao Gu, Juan Pino
    EMNLP 2020 Demo

  • Findings of the IWSLT 2020 Evaluation Campaign
    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
    IWSLT 2020

  • Self-Training for End-to-End Speech Translation Juan Pino, Qiantong Xu, Xutai Ma, Mohammad Javad Dousti, Yun Tang
    INTERSPEECH 2020

  • Monotonic Multihead Attention
    Xutai Ma, Juan Miguel Pino, James Cross, Liezl Puzon, Jiatao Gu
    ICLR 2020

  • Harnessing Indirect Training Data for End-to-End Automatic Speech Translation: Tricks of the Trade
    Juan Pino, Liezl Puzon, Jiatao Gu, Xutai Ma, Arya D. McCarthy, Deepak Gopinath
    IWSLT 2019

  • Broad-Coverage Semantic Parsing as Transduction
    Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme
    EMNLP-IJCNLP 2019

  • AMR Parsing as Sequence-to-Graph Transduction
    Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme
    ACL 2019

  • Robust Document Representations for Cross-Lingual Information Retrieval in Low-Resource Settings
    Mahsa Yarmohammadi, Xutai Ma, Sorami Hisamoto, Muhammad Rahman, Yiming Wang, Hainan Xu, Daniel Povey, Philipp Koehn, Kevin Duh
    MT Summit 2019

  • Cross-lingual decompositional semantic parsing
    Sheng Zhang, Xutai Ma, Rachel Rudinger, Kevin Duh, Benjamin Van Durme
    EMNLP 2018

  • An Analysis of Source Context Dependency in Neural Machine Translation
    Xutai Ma, Ke Li, Philipp Koehn
    EAMT 2018