Concepedia

Targeted Sentiment Analysis

Targeted Sentiment Analysis is a subtask of sentiment analysis that identifies and extracts sentiments expressed toward explicitly specified entities or aspects within a text, distinguishing it from general sentiment analysis by focusing on particular targets rather than overall document or sentence-level sentiment.

54

Publications

5.2K

Citations

174

Authors

73

Institutions

Publications per year

2017–2026

45

Parents

Publications

54

Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM

Yukun Ma, Haiyun Peng, Erik Cambria · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 608 citations · Full text

, , +16

Gated Neural Networks for Targeted Sentiment Analysis

Meishan Zhang, Yue Zhang, Duy-Tin Vo · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 313 citations · Full text

, , +16

Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis

Yukun Ma, Haiyun Peng, Tahir Abbas Khan et al. · Cognitive Computation · 2018 · 310 citations

, , +15

Target-dependent twitter sentiment classification with rich automatic features

Duy-Tin Vo, Yue Zhang · International Conference on Artificial Intelligence · 2015 · 307 citations

, , +16

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction

Xin Li, Lidong Bing, Piji Li et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 301 citations · Full text

, , +14

1–5 of 54

Authors

174

  1. DG
    Donghong Gu

    South China Normal University, China

    3 publications · 114 citations

    3

    h-index

  2. ML
    Maria Liakata

    University of Warwick, United Kingdom

    3 publications · 199 citations

    3

    h-index

  3. ZW
    Zhengxuan Wu

    Stanford University, United States

    2 publications · 102 citations

    2

    h-index

  4. XL
    Xin Li

    City University of Hong Kong, Hong Kong SAR China

    2 publications · 386 citations

    2

    h-index

  5. YL
    Yiwei Lv

    Chinese Academy of Medical Sciences & Peking Union Medical College, China

    2 publications · 247 citations

    2

    h-index

1–5 of 174

Institutions

73

  1. Singapore University of Technology and Design

    Singapore, Singapore

    6 h-index

    13 publications

    2.7K citations

  2. Harbin Institute of Technology

    Harbin, China

    4 h-index

    10 publications

    483 citations

  3. South China Normal University

    Guangzhou, China

    3 h-index

    15 publications

    640 citations

  4. University of Warwick

    Coventry, United Kingdom

    3 h-index

    7 publications

    376 citations

  5. Nanyang Technological University

    Singapore, Singapore

    2 h-index

    6 publications

    2.8K citations

  6. Tencent (China)

    Shenzhen, China

    2 h-index

    4 publications

    772 citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    4 publications

    772 citations

  8. Chongqing University of Posts and Telecommunications

    Chongqing, China

    2 h-index

    8 publications

    476 citations

1–8 of 73

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 7 publications · 1.8K citations

    7

    h-index

  2. arXiv (Cornell University)

    Repository · 7 publications · 648 citations

    7

    h-index

  3. Knowledge-Based Systems

    2 publications · 119 citations

    2

    h-index

  4. 2

    h-index

  5. IEEE Access

    2 publications · 136 citations

    2

    h-index

1–5