Self-supervised regularization for text classification

被引:0
|
作者
Zhou, Meng [1 ]
Li, Zechen [2 ]
Xie, Pengtao [3 ]
机构
[1] Shanghai Jiao Tong University, China
[2] Northeastern University, United States
[3] UC San Diego, United States
关键词
Classification (of information) - Computational linguistics - Text processing;
D O I
10.1162/tacl_a_00418
中图分类号
学科分类号
摘要
引用
收藏
页码:1147 / 1162
相关论文
共 50 条
  • [1] Self-supervised Regularization for Text Classification
    Zhou, Meng
    Li, Zechen
    Xie, Pengtao
    [J]. TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, 2021, 9 : 641 - 656
  • [2] SELF-SUPERVISED SPEAKER VERIFICATION WITH SIMPLE SIAMESE NETWORK AND SELF-SUPERVISED REGULARIZATION
    Sang, Mufan
    Li, Haoqi
    Liu, Fang
    Arnold, Andrew O.
    Wan, Li
    [J]. 2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2022, : 6127 - 6131
  • [3] Convolutional Fine-Grained Classification With Self-Supervised Target Relation Regularization
    Liu, Kangjun
    Chen, Ke
    Jia, Kui
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 31 : 5570 - 5584
  • [4] Adversarial Self-Supervised Data-Free Distillation for Text Classification
    Ma, Xinyin
    Shen, Yongliang
    Fang, Gongfan
    Chen, Chen
    Jia, Chenghao
    Lu, Weiming
    [J]. PROCEEDINGS OF THE 2020 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP), 2020, : 6182 - 6192
  • [5] Self-supervised short text classification with heterogeneous graph neural networks
    Cao, Meng
    Yuan, Jinliang
    Yu, Hualei
    Zhang, Baoming
    Wang, Chongjun
    [J]. EXPERT SYSTEMS, 2023, 40 (06)
  • [6] Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization
    Liu, Kangjun
    Chen, Ke
    Jia, Kui
    [J]. IEEE Transactions on Image Processing, 2022, 31 : 5570 - 5584
  • [7] Self-Supervised Classification Network
    Amrani, Elad
    Karlinsky, Leonid
    Bronstein, Alex
    [J]. COMPUTER VISION, ECCV 2022, PT XXXI, 2022, 13691 : 116 - 132
  • [8] Perturbation-Based Self-Supervised Attention for Attention Bias in Text Classification
    Feng, Huawen
    Lin, Zhenxi
    Ma, Qianli
    [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2023, 31 : 3139 - 3151
  • [9] Self-supervised autoencoders for clustering and classification
    Paraskevi Nousi
    Anastasios Tefas
    [J]. Evolving Systems, 2020, 11 : 453 - 466
  • [10] Self-supervised autoencoders for clustering and classification
    Nousi, Paraskevi
    Tefas, Anastasios
    [J]. EVOLVING SYSTEMS, 2020, 11 (03) : 453 - 466