Concepedia

Sentiment Classification

Sentiment Classification is a computational task within natural language processing that categorizes subjective expressions in text into predefined sentiment polarities, distinguishing it from related tasks by its focus on assigning overall sentiment labels to entire textual units.

7.3K

Publications

540.2K

Citations

17.4K

Authors

3.4K

Institutions

Publications per year

2017–2026

4.9K

Parents

Publications

7.3K

Convolutional Neural Networks for Sentence Classification

Yoon Kim · 2014 · 13.8K citations · Full text

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Thumbs up?

Bo Pang, Lillian Lee, Shivakumar Vaithyanathan · 2002 · 7K citations · Full text

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Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank

Richard Socher, Alex Perelygin, Jean Y. Wu et al. · 2013 · 6.8K citations · Full text

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Opinion Mining and Sentiment Analysis

Bo Pang, Lillian Lee · Foundations and Trends® in Information Retrieval · 2008 · 6.2K citations

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VADER: A Parsimonious Rule-Based Model for Sentiment Analysis of Social Media Text

Cecelia Hutto, Éric Gilbert · Proceedings of the International AAAI Conference on Web and Social Media · 2014 · 5.7K citations · Full text

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1–5 of 7.3K

Authors

17.4K

  1. EC
    Erik Cambria

    Nanyang Technological University, Singapore

    69 publications · 11.6K citations

    45

    h-index

  2. PB
    Pushpak Bhattacharyya

    Indian Institute of Technology Bombay, India

    42 publications · 2.2K citations

    29

    h-index

  3. SL
    Shoushan Li

    Soochow University, China

    30 publications · 2.3K citations

    25

    h-index

  4. SM
    Saif M. Mohammad

    National Research Council Canada, Canada

    25 publications · 4.6K citations

    21

    h-index

  5. AH
    Amir Hussain

    Edinburgh Napier University, United Kingdom

    25 publications · 2.4K citations

    20

    h-index

1–5 of 17.4K

Institutions

3.4K

  1. Nanyang Technological University

    Singapore, Singapore

    51 h-index

    185 publications

    22.9K citations

  2. Chinese Academy of Sciences

    Beijing, China

    48 h-index

    261 publications

    17.7K citations

  3. Harbin Institute of Technology

    Harbin, China

    46 h-index

    255 publications

    37.5K citations

  4. Tsinghua University

    Beijing, China

    45 h-index

    237 publications

    25.6K citations

  5. Peking University

    Beijing, China

    34 h-index

    149 publications

    14.6K citations

  6. National University of Singapore

    Singapore, Singapore

    30 h-index

    73 publications

    7.5K citations

  7. University of Illinois Chicago

    Chicago, United States

    30 h-index

    75 publications

    18.3K citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    29 h-index

    79 publications

    15K citations

1–8 of 3.4K

Venues

  1. IEEE Access

    241 publications · 16.3K citations

    68

    h-index

  2. arXiv (Cornell University)

    Repository · 243 publications · 16.6K citations

    56

    h-index

  3. Knowledge-Based Systems

    89 publications · 10.3K citations

    55

    h-index

  4. Expert Systems with Applications

    98 publications · 12.6K citations

    53

    h-index

  5. Procedia Computer Science

    85 publications · 6.6K citations

    44

    h-index

1–5