Concepedia

Aspect Extraction

Aspect Extraction is a subtask of information extraction that identifies and categorizes specific attributes or features of entities in text, distinguishing it from broader information extraction tasks by focusing on fine-grained opinion or sentiment targets rather than general entity or relation detection.

1K

Publications

68.3K

Citations

2.8K

Authors

812

Institutions

Publications per year

2017–2026

739

Parents

Publications

1K

SemEval-2014 Task 4: Aspect Based Sentiment Analysis

Maria Pontiki, Dimitrios Galanis, John Pavlopoulos et al. · 2014 · 1.9K citations · Full text

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SemEval-2016 Task 5: Aspect Based Sentiment Analysis

Maria Pontiki, Dimitrios Galanis, Haris Papageorgiou et al. · 2016 · 1.3K citations · Full text

, , +16

SemEval-2015 Task 12: Aspect Based Sentiment Analysis

Maria Pontiki, Dimitrios Galanis, Haris Papageorgiou et al. · 2015 · 1.2K citations · Full text

, , +10

Recurrent Attention Network on Memory for Aspect Sentiment Analysis

Peng Chen, Zhongqian Sun, Lidong Bing et al. · 2017 · 1K citations · Full text

, , +14

Aspect extraction for opinion mining with a deep convolutional neural network

Soujanya Poria, Erik Cambria, Alexander Gelbukh · Knowledge-Based Systems · 2016 · 866 citations

, , +15

1–5 of 1K

Authors

2.8K

  1. BL
    Bing Liu

    University of Illinois Chicago, United States

    16 publications · 2.3K citations

    14

    h-index

  2. MA
    Mohammad AL-Smadi

    Jordan University of Science and Technology, Jordan

    13 publications · 2.5K citations

    13

    h-index

  3. EC
    Erik Cambria

    Nanyang Technological University, Singapore

    14 publications · 2.9K citations

    13

    h-index

  4. LB
    Lidong Bing

    Chinese University of Hong Kong, Hong Kong SAR China

    14 publications · 3.3K citations

    13

    h-index

  5. WW
    Wenya Wang

    Nanyang Technological University, Singapore

    10 publications · 1.1K citations

    10

    h-index

1–5 of 2.8K

Institutions

812

  1. Nanyang Technological University

    Singapore, Singapore

    24 h-index

    69 publications

    12.4K citations

  2. Chinese Academy of Sciences

    Beijing, China

    23 h-index

    101 publications

    3.4K citations

  3. Wuhan University

    Wuhan, China

    19 h-index

    69 publications

    3.9K citations

  4. Tsinghua University

    Beijing, China

    18 h-index

    56 publications

    4.4K citations

  5. University of Illinois Chicago

    Chicago, United States

    17 h-index

    44 publications

    5.9K citations

  6. Harbin Institute of Technology

    Harbin, China

    14 h-index

    49 publications

    5.2K citations

  7. University of Chinese Academy of Sciences

    Beijing, China

    14 h-index

    46 publications

    1.2K citations

  8. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    14 h-index

    37 publications

    4.4K citations

1–8 of 812

Venues

  1. Knowledge-Based Systems

    44 publications · 4.1K citations

    34

    h-index

  2. IEEE Access

    39 publications · 1.9K citations

    29

    h-index

  3. Neurocomputing

    31 publications · 1.5K citations

    25

    h-index

  4. arXiv (Cornell University)

    Repository · 39 publications · 1.9K citations

    23

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 20 publications · 3K citations

    19

    h-index

1–5