Concepedia

Fine-grained Sentiment Classification

Fine-Grained Sentiment Classification is a sentiment analysis task that categorizes text into highly specific sentiment levels, such as very negative, negative, neutral, positive, and very positive, thereby distinguishing subtle affective variations beyond the broad positive/negative/neutral triad.

318

Publications

31.4K

Citations

985

Authors

395

Institutions

Publications per year

2017–2026

258

Parents

Publications

318

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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Attention-based LSTM for Aspect-level Sentiment Classification

Yequan Wang, Minlie Huang, Xiaoyan Zhu et al. · 2016 · 2.3K citations · Full text

, , +15

Semantic Compositionality through Recursive Matrix-Vector Spaces

Richard Socher, Brody Huval, Christopher D. Manning et al. · 2012 · 1.3K citations

, , +16

Deep Convolutional Neural Networks for Sentiment Analysis of Short Texts

Cícero dos Santos, Maíra Gatti de Bayser · International Conference on Computational Linguistics · 2014 · 1.2K citations

, , +16

Dimensional Sentiment Analysis Using a Regional CNN-LSTM Model

Jin Wang, Liang Yu, K. Robert Lai et al. · 2016 · 587 citations · Full text

, , +16

1–5 of 318

Authors

985

  1. JW
    Jin Wang

    Changsha University of Science and Technology, China

    5 publications · 997 citations

    5

    h-index

  2. KR
    K. Robert Lai

    Yuan Ze University, Taiwan

    4 publications · 967 citations

    4

    h-index

  3. SM
    Sebastiano Manzan

    Baruch College, United States

    4 publications · 209 citations

    4

    h-index

  4. LB
    Luca Barbaglia

    Baruch College, United States

    4 publications · 209 citations

    4

    h-index

  5. XZ
    Xuejie Zhang

    Yunnan University, China

    4 publications · 857 citations

    4

    h-index

1–5 of 985

Institutions

395

  1. Tsinghua University

    Beijing, China

    7 h-index

    29 publications

    8.2K citations

  2. Yuan Ze University

    Taoyuan District, Taiwan

    6 h-index

    14 publications

    2.3K citations

  3. Harbin Institute of Technology

    Harbin, China

    5 h-index

    16 publications

    906 citations

  4. Wuhan University

    Wuhan, China

    5 h-index

    14 publications

    452 citations

  5. Yunnan University

    Kunming, China

    5 h-index

    9 publications

    850 citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    12 publications

    277 citations

  7. Agency for Science, Technology and Research

    Singapore, Singapore

    4 h-index

    9 publications

    424 citations

  8. East China Normal University

    Shanghai, China

    4 h-index

    10 publications

    788 citations

1–8 of 395

Venues

  1. IEEE Access

    16 publications · 1.3K citations

    15

    h-index

  2. arXiv (Cornell University)

    Repository · 14 publications · 973 citations

    13

    h-index

  3. Knowledge-Based Systems

    12 publications · 971 citations

    12

    h-index

  4. Neurocomputing

    10 publications · 821 citations

    10

    h-index

  5. Expert Systems with Applications

    8 publications · 502 citations

    9

    h-index

1–5