Enhanced aspect-based sentiment analysis models with progressive self-supervised attention learning

被引：0
|
作者：
Su, Jinsong [1 ]
Tang, Jialong [2 ,3 ]
Jiang, Hui [1 ]
Lu, Ziyao [1 ]
Ge, Yubin [4 ]
Song, Linfeng [6 ]
Xiong, Deyi [5 ]
Sun, Le [2 ]
Luo, Jiebo [6 ]
机构：
[1] Xiamen University, Xiamen,361005, China
[2] Institute of Software, Chinese Academy of Sciences, Beijing, China
[3] University of Chinese Academy of Sciences, Beijing, China
[4] University of Illinois at Urbana-Champaign, Urbana,IL,61801, United States
[5] Tianjin University, Tianjin, China
[6] University of Rochester, Rochester,NY, United States
来源：
Artificial Intelligence | 2021年 / 296卷
基金：
中国国家自然科学基金;
关键词：
57;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [41] Multi-Head Self-Attention Transformation Networks for Aspect-Based Sentiment Analysis
    Lin, Yuming
    Wang, Chaoqiang
    Song, Hao
    Li, You
    IEEE ACCESS, 2021, 9 : 8762 - 8770
  • [42] Enhanced ensemble learning for aspect-based sentiment analysis on multiple application oriented datasets
    Datta, Samik
    Chakrabarti, Satyajit
    THEORETICAL ISSUES IN ERGONOMICS SCIENCE, 2023, 24 (04) : 429 - 460
  • [43] Combining transfer and ensemble learning models for image and text aspect-based sentiment analysis
    Chauhan, Amit
    Mohana, Rajni
    INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2025, : 1001 - 1019
  • [44] Aspect-based sentiment analysis using adaptive aspect-based lexicons
    Mowlaei, Mohammad Erfan
    Abadeh, Mohammad Saniee
    Keshavarz, Hamidreza
    EXPERT SYSTEMS WITH APPLICATIONS, 2020, 148
  • [45] Aspect-based sentiment analysis with enhanced aspect-sensitive word embeddings
    Qi, Yusi
    Zheng, Xiaoqing
    Huang, Xuanjing
    KNOWLEDGE AND INFORMATION SYSTEMS, 2022, 64 (07) : 1845 - 1861
  • [46] Aspect-Based Sentiment Analysis with New Target Representation and Dependency Attention
    Yang, Tao
    Yin, Qing
    Yang, Lei
    Wu, Ou
    IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2022, 13 (02) : 640 - 650
  • [47] Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding
    Huang, Jiaxin
    Meng, Yu
    Guo, Fang
    Ji, Heng
    Han, Jiawei
    PROCEEDINGS OF THE 2020 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP), 2020, : 6989 - 6999
  • [48] Explainable Aspect-Based Sentiment Analysis Using Transformer Models
    Perikos, Isidoros
    Diamantopoulos, Athanasios
    BIG DATA AND COGNITIVE COMPUTING, 2024, 8 (11)
  • [49] Contextualized Word Representations with Effective Attention for Aspect-Based Sentiment Analysis
    Cao, Zixuan
    Zhou, Yongmei
    Yang, Aimin
    Fu, Jiahui
    CHINESE COMPUTATIONAL LINGUISTICS, CCL 2019, 2019, 11856 : 467 - 478
  • [50] Aspect-Based Sentiment Analysis with Dependency Relation Weighted Graph Attention
    Jiang, Tingyao
    Wang, Zilong
    Yang, Ming
    Li, Cheng
    INFORMATION, 2023, 14 (03)
12345