How does Length Prediction Influence the Performance of Non-Autoregressive Translation?

被引：0
|
作者：
Wang, Minghan [1 ]
Guo, Jiaxin [1 ]
Wang, Yuxia [2 ]
Chen, Yimeng [1 ]
Su, Chang [1 ]
Shang, Hengchao [1 ]
Zhang, Min [1 ]
Tao, Shimin [1 ]
Yang, Hao [1 ]
机构：
[1] Huawei Translation Services Center, Beijing, China
[2] University of Melbourne, Melbourne, Australia
来源：
BlackboxNLP 2021 - Proceedings of the 4th BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP | 2021年
关键词：
721.1 Computer Theory; Includes Computational Logic; Automata Theory; Switching Theory; Programming Theory - 903.1 Information Sources and Analysis;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
18
引用
收藏
页码：205 / 213
相关论文
共 50 条
  • [31] Efficient Domain Adaptation for Non-Autoregressive Machine Translation
    You, Wangjie
    Guo, Pei
    Li, Juntao
    Chen, Kehai
    Zhang, Min
    FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS: ACL 2024, 2024, : 13657 - 13670
  • [32] Aligned Cross Entropy for Non-Autoregressive Machine Translation
    Ghazvininejad, Marjan
    Karpukhin, Vladimir
    Zettlemoyer, Luke
    Levy, Omer
    25TH AMERICAS CONFERENCE ON INFORMATION SYSTEMS (AMCIS 2019), 2019,
  • [33] Bootstrap prediction intervals for autoregressive models fitted to non-autoregressive processes
    Matteo Grigoletto
    Journal of the Italian Statistical Society, 1998, 7 (3)
  • [34] Uncertainty-aware non-autoregressive neural machine translation
    Liu, Chuanming
    Yu, Jingqi
    COMPUTER SPEECH AND LANGUAGE, 2023, 78
  • [35] Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation
    Huang, Chenyang
    Huang, Fei
    Zheng, Zaixiang
    Zaiane, Osmar
    Zhou, Hao
    Mou, Lili
    13TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING AND THE 3RD CONFERENCE OF THE ASIA-PACIFIC CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, IJCNLP-AACL 2023, 2023, : 161 - 170
  • [36] Selective Knowledge Distillation for Non-Autoregressive Neural Machine Translation
    Liu, Min
    Bao, Yu
    Zhao, Chengqi
    Huang, Shujian
    THIRTY-SEVENTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 37 NO 11, 2023, : 13246 - 13254
  • [37] Improving Non-autoregressive Neural Machine Translation with Monolingual Data
    Zhou, Jiawei
    Keung, Phillip
    58TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2020), 2020, : 1893 - 1898
  • [38] Non-autoregressive neural machine translation with auxiliary representation fusion
    Du, Quan
    Feng, Kai
    Xu, Chen
    Xiao, Tong
    Zhu, Jingbo
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 41 (06) : 7229 - 7239
  • [39] Non-Autoregressive Electron Redistribution Modeling for Reaction Prediction
    Bi, Hangrui
    Wang, Hengyi
    Shi, Chence
    Coley, Connor
    Tang, Jian
    Guo, Hongyu
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139, 2021, 139
  • [40] NON-AUTOREGRESSIVE MACHINE TRANSLATION WITH A NOVEL MASKED LANGUAGE MODEL
    Li Ke
    Li Jie
    Wangjun
    2022 19TH INTERNATIONAL COMPUTER CONFERENCE ON WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING (ICCWAMTIP), 2022,
12345