Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model

被引：0
|
作者：
Nguyen, Xuan-Phi [1 ,3 ]
Joty, Shafiq [1 ,2 ]
Kui, Wu [3 ]
Aw, Ai Ti [3 ]
机构：
[1] Nanyang Technological University, Singapore
[2] Salesforce Research, United States
[3] Institute for Infocomm Research (I2R), A*STAR Singapore, Singapore
来源：
arXiv | 2022年
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Translation (languages)
引用
收藏
相关论文
共 50 条
  • [1] Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model
    Nguyen, Xuan-Phi
    Joty, Shafiq
    Kui, Wu
    Aw, Ai Ti
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 35, NEURIPS 2022, 2022,
  • [2] Efficient Adaptation: Enhancing Multilingual Models for Low-Resource Language Translation
    Sel, Ilhami
    Hanbay, Davut
    MATHEMATICS, 2024, 12 (19)
  • [3] Unsupervised Multimodal Machine Translation for Low-resource Distant Language Pairs
    Tayir, Turghun
    Li, Lin
    ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2024, 23 (04)
  • [4] Extremely Low-resource Multilingual Neural Machine Translation for Indic Mizo Language
    Lalrempuii C.
    Soni B.
    International Journal of Information Technology, 2023, 15 (8) : 4275 - 4282
  • [5] Language Model Prior for Low-Resource Neural Machine Translation
    Baziotis, Christos
    Haddow, Barry
    Birch, Alexandra
    PROCEEDINGS OF THE 2020 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP), 2020, : 7622 - 7634
  • [6] Multilingual Offensive Language Identification for Low-resource Languages
    Ranasinghe, Tharindu
    Zampieri, Marcos
    ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2022, 21 (01)
  • [7] Machine Translation into Low-resource Language Varieties
    Kumar, Sachin
    Anastasopoulos, Antonios
    Wintner, Shuly
    Tsvetkov, Yulia
    ACL-IJCNLP 2021: THE 59TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 11TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, VOL 2, 2021, : 110 - 121
  • [8] Multilingual unsupervised sequence segmentation transfers to extremely low-resource languages
    Downey, C. M.
    Drizin, Shannon
    Haroutunian, Levon
    Thukral, Shivin
    PROCEEDINGS OF THE 60TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2022), VOL 1: (LONG PAPERS), 2022, : 5331 - 5346
  • [9] Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations
    Bao, Zuyi
    Huang, Rui
    Li, Chen
    Zhu, Kenny Q.
    2019 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING AND THE 9TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING (EMNLP-IJCNLP 2019): PROCEEDINGS OF THE CONFERENCE, 2019, : 1028 - 1039
  • [10] Unsupervised Source Hierarchies for Low-Resource Neural Machine Translation
    Currey, Anna
    Heafield, Kenneth
    RELEVANCE OF LINGUISTIC STRUCTURE IN NEURAL ARCHITECTURES FOR NLP, 2018, : 6 - 12
12345