A New Contrastive Learning-Based Vision Transformer for Sentiment Analysis Using Scene Text Images

被引:0
|
作者
Palaiahnakote, Shivakumara [1 ,3 ]
Kapri, Dhruv [2 ]
Saleem, Muhammad Hammad [1 ,3 ]
Pal, Umapada [2 ]
机构
[1] School of Science, Engineering and Environment, University of Salford, Salford,M5 4WT, United Kingdom
[2] Computer Vision and Pattern Recognition Unit, Indian Statistical Institute Kolkata, India
[3] Data Science and Artficial Intelligence (DSAI) Hub, University of Salford, Manchester, United Kingdom
关键词
D O I
10.1142/S0218001424520293
中图分类号
学科分类号
摘要
26
引用
收藏
相关论文
共 50 条
  • [31] An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese
    Bataa, Enkhbold
    Wu, Joshua
    57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019), 2019, : 4652 - 4657
  • [32] Learning-based superresolution algorithm using quantized pattern and bimodal postprocessing for text images
    Lee, Hui Jung
    Choi, Dong-Yoon
    Song, Byung Cheol
    JOURNAL OF ELECTRONIC IMAGING, 2015, 24 (06)
  • [33] An investigation of transfer learning-based sentiment analysis in Japanese
    ExaWizards, Inc., Tokyo, Japan
    ACL - Annu. Meet. Assoc. Comput. Linguist., Proc. Conf., (4652-4657):
  • [34] A Multitask Learning-Based Vision Transformer for Plant Disease Localization and Classification
    Hemalatha, S.
    Jayachandran, Jai Jaganath Babu
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2024, 17 (01)
  • [35] A Machine Learning-Based Lexicon Approach for Sentiment Analysis
    Sahu, Tirath Prasad
    Khandekar, Sarang
    INTERNATIONAL JOURNAL OF TECHNOLOGY AND HUMAN INTERACTION, 2020, 16 (02) : 8 - 22
  • [36] Learning-based Method with Valence Shifters for Sentiment Analysis
    Cheng, Ruihua
    Loh, Ji Meng
    2017 17TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW 2017), 2017, : 357 - 364
  • [37] Contrastive Transformer Learning With Proximity Data Generation for Text-Based Person Search
    Wu, Hefeng
    Chen, Weifeng
    Liu, Zhibin
    Chen, Tianshui
    Chen, Zhiguang
    Lin, Liang
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 34 (08) : 7005 - 7016
  • [38] Snippet-level Supervised Contrastive Learning-based Transformer for Temporal Action Detection
    Xu, Ronghai
    Liu, Changhong
    Chen, Yong
    Lei, Zhenchun
    2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, 2023,
  • [39] Vision-Language Contrastive Learning Approach to Robust Automatic Placenta Analysis Using Photographic Images
    Pan, Yimu
    Gernand, Alison D.
    Goldstein, Jeffery A.
    Mithal, Leena
    Mwinyelle, Delia
    Wang, James Z.
    MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2022, PT III, 2022, 13433 : 707 - 716
  • [40] Enhancing Aspect-Based Sentiment Analysis with Supervised Contrastive Learning
    Liang, Bin
    Luo, Wangda
    Li, Xiang
    Gui, Lin
    Yang, Min
    Yu, Xiaoqi
    Xu, Ruifeng
    PROCEEDINGS OF THE 30TH ACM INTERNATIONAL CONFERENCE ON INFORMATION & KNOWLEDGE MANAGEMENT, CIKM 2021, 2021, : 3242 - 3247