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 |

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: Industry Track EMNLP

Mingxuan Wang | Imed Zitouni |

Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation F i n d i n g s - A C L

Yaoming Zhu | Zewei Sun | Shanbo Cheng | Luyang Huang | Liwei Wu | Mingxuan Wang |

BLEURT Has Universal Translations: An Analysis of Automatic Metrics by Minimum Risk Training ACL

Yiming Yan | Tao Wang | Chengqi Zhao | Shujian Huang | Jiajun Chen | Mingxuan Wang |

DUB: Discrete Unit Back-translation for Speech Translation F i n d i n g s - A C L

Dong Zhang | Rong Ye | Tom Ko | Mingxuan Wang | Yaqian Zhou |

SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes ACL

Wenda Xu | Xian Qian | Mingxuan Wang | Lei Li | William Yang Wang |

BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation F i n d i n g s - A C L

Liyan Kang | Luyang Huang | Ningxin Peng | Peihao Zhu | Zewei Sun | Shanbo Cheng | Mingxuan Wang | Degen Huang | Jinsong Su |

MobileNMT: Enabling Translation in 15MB and 30ms ACL

Ye Lin | Xiaohui Wang | Zhexi Zhang | Mingxuan Wang | Tong Xiao | Jingbo Zhu |

Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation IJCNLP AACL

Zihan Liu | Zewei Sun | Shanbo Cheng | Shujian Huang | Mingxuan Wang |

Controlling Styles in Neural Machine Translation with Activation Prompt F i n d i n g s - A C L

Yifan Wang | Zewei Sun | Shanbo Cheng | Weiguo Zheng | Mingxuan Wang |

CTC-based Non-autoregressive Speech Translation ACL

Chen Xu | Xiaoqian Liu | Xiaowen Liu | Qingxuan Sun | Yuhao Zhang | Murun Yang | Qianqian Dong | Tom Ko | Mingxuan Wang | Tong Xiao | Anxiang Ma | Jingbo Zhu |

MOSPC: MOS Prediction Based on Pairwise Comparison ACL

Kexin Wang | Yunlong Zhao | Qianqian Dong | Tom Ko | Mingxuan Wang |

STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation ACL

Qingkai Fang | Rong Ye | Lei Li | Yang Feng | Mingxuan Wang |

Learning When to Translate for Streaming Speech ACL

Qian Dong | Yaoming Zhu | Mingxuan Wang | Lei Li |

Rethinking Document-level Neural Machine Translation ACL Findings

Zewei Sun | Mingxuan Wang | Hao Zhou | Chengqi Zhao | Shujian Huang | Jiajun Chen | Lei Li |

Cross-modal Contrastive Learning for Speech Translation NAACL

Rong Ye | Mingxuan Wang | Lei Li |

The VolcTrans System for WMT22 Multilingual Machine Translation Task WMT

Xian Qian | Kai Hu | Jiaqiang Wang | Yifeng Liu | Xingyuan Pan | Jun Cao | Mingxuan Wang |

Cross-lingual Supervision Improves Unsupervised Neural Machine Translation NAACL

Mingxuan Wang | Hongxiao Bai | Lei Li | Hai Zhao |

Generative Imagination Elevates Machine Translation NAACL

Quanyu Long | Mingxuan Wang | Lei Li |

LightSeq: A High Performance Inference Library for Transformers NAACL

Xiaohui Wang | Ying Xiong | Yang Wei | Mingxuan Wang | Lei Li |

Autocorrect in the Process of Translation — Multi-task Learning Improves Dialogue Machine Translation NAACL

Tao Wang | Chengqi Zhao | Mingxuan Wang | Lei Li | Deyi Xiong |

Learning Language Specific Sub-network for Multilingual Machine Translation ACL IJCNLP

Zehui Lin | Liwei Wu | Mingxuan Wang | Lei Li |

Learning Kernel-Smoothed Machine Translation with Retrieved Examples EMNLP

Qingnan Jiang | Mingxuan Wang | Jun Cao | Shanbo Cheng | Shujian Huang | Lei Li |

Counter-Interference Adapter for Multilingual Machine Translation EMNLP Findings

Yaoming Zhu | Jiangtao Feng | Chengqi Zhao | Mingxuan Wang | Lei Li |

The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21 EMNLP WMT

Lihua Qian | Yi Zhou | Zaixiang Zheng | Yaoming Zhu | Zehui Lin | Jiangtao Feng | Shanbo Cheng | Lei Li | Mingxuan Wang | Hao Zhou |

Contrastive Learning for Many-to-many Multilingual Neural Machine Translation ACL IJCNLP

Xiao Pan | Mingxuan Wang | Liwei Wu | Lei Li |

Secoco: Self-Correcting Encoding for Neural Machine Translation EMNLP Findings

Tao Wang | Chengqi Zhao | Mingxuan Wang | Lei Li | Hang Li | Deyi Xiong |

Learning Shared Semantic Space for Speech-to-Text Translation Findings

Chi Han | Mingxuan Wang | Heng Ji | Lei Li |

Glancing Transformer for Non-Autoregressive Neural Machine Translation ACL IJCNLP

Lihua Qian | Hao Zhou | Yu Bao | Mingxuan Wang | Lin Qiu | Weinan Zhang | Yong Yu | Lei Li |

The Volctrans Neural Speech Translation System for IWSLT 2021 ACL IJCNLP IWSLT

Chengqi Zhao | Zhicheng Liu | Jian Tong | Tao Wang | Mingxuan Wang | Rong Ye | Qianqian Dong | Jun Cao | Lei Li |

Multilingual Translation via Grafting Pre-trained Language Models EMNLP Findings

Zewei Sun | Mingxuan Wang | Lei Li |

Pre-training Methods for Neural Machine Translation ACL IJCNLP

Mingxuan Wang | Lei Li |

Language Tags Matter for Zero-Shot Neural Machine Translation Findings

Liwei Wu | Shanbo Cheng | Mingxuan Wang | Lei Li |

NeurST: Neural Speech Translation Toolkit ACL IJCNLP

Chengqi Zhao | Mingxuan Wang | Qianqian Dong | Rong Ye | Lei Li |

Xiaomingbot: A Multilingual Robot News Reporter ACL

Runxin Xu | Jun Cao | Mingxuan Wang | Jiaze Chen | Hao Zhou | Ying Zeng | Yuping Wang | Li Chen | Xiang Yin | Xijin Zhang | Songcheng Jiang | Yuxuan Wang | Lei Li |

The Volctrans Machine Translation System for WMT20 EMNLP WMT

Liwei Wu | Xiao Pan | Zehui Lin | Yaoming Zhu | Mingxuan Wang | Lei Li |

Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information EMNLP

Zehui Lin | Xiao Pan | Mingxuan Wang | Xipeng Qiu | Jiangtao Feng | Hao Zhou | Lei Li |

On the Sentence Embeddings from Pre-trained Language Models EMNLP

Bohan Li | Hao Zhou | Junxian He | Mingxuan Wang | Yiming Yang | Lei Li |

Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space EMNLP Findings

Dongyu Ru | Jiangtao Feng | Lin Qiu | Hao Zhou | Mingxuan Wang | Weinan Zhang | Yong Yu | Lei Li |

Volctrans Parallel Corpus Filtering System for WMT 2020 EMNLP WMT

Runxin Xu | Zhuo Zhi | Jun Cao | Mingxuan Wang | Lei Li |

Towards Linear Time Neural Machine Translation with Capsule Networks EMNLP

Mingxuan Wang |

Imitation Learning for Non-Autoregressive Neural Machine Translation ACL

Bingzhen Wei | Mingxuan Wang | Hao Zhou | Junyang Lin | Xu Sun |

Neural Machine Translation with Decoding History Enhanced Attention COLING

Mingxuan Wang | Jun Xie | Zhixing Tan | Jinsong Su | Deyi Xiong | Chao Bian |

Tencent Neural Machine Translation Systems for WMT18 EMNLP WMT WS

Mingxuan Wang | Li Gong | Wenhuan Zhu | Jun Xie | Chao Bian |

Deep Neural Machine Translation with Linear Associative Unit ACL

Mingxuan Wang | Zhengdong Lu | Jie Zhou | Qun Liu |

Incorporating Word Reordering Knowledge into Attention-based Neural Machine Translation ACL

Jinchao Zhang | Mingxuan Wang | Qun Liu | Jie Zhou |

Memory-enhanced Decoder for Neural Machine Translation EMNLP

Mingxuan Wang | Zhengdong Lu | Hang Li | Qun Liu |

Encoding Source Language with Convolutional Neural Network for Machine Translation ACL IJCNLP

Fandong Meng | Zhengdong Lu | Mingxuan Wang | Hang Li | Wenbin Jiang | Qun Liu |

genCNN: A Convolutional Architecture for Word Sequence Prediction ACL IJCNLP

Mingxuan Wang | Zhengdong Lu | Hang Li | Wenbin Jiang | Qun Liu |