Standout Papers

Recent Trends in Deep Learning Based Natural Language Processing [Review Article... 2016 2026 2019 2022 1.7k
  1. Recent Trends in Deep Learning Based Natural Language Processing [Review Article] (2018)
    Tom Young, Devamanyu Hazarika et al. IEEE Computational Intelligence Magazine
  2. A Survey on Knowledge Graphs: Representation, Acquisition, and Applications (2021)
    Shaoxiong Ji, Shirui Pan et al. IEEE Transactions on Neural Networks and Learning Systems
  3. Affective Computing and Sentiment Analysis (2016)
    Erik Cambria IEEE Intelligent Systems
  4. A review of affective computing: From unimodal analysis to multimodal fusion (2017)
    Soujanya Poria, Erik Cambria et al. Information Fusion
  5. Deep Learning--based Text Classification (2021)
    Shervin Minaee, Nal Kalchbrenner et al. ACM Computing Surveys
  6. New Avenues in Opinion Mining and Sentiment Analysis (2013)
    Erik Cambria, Björn W. Schuller et al. IEEE Intelligent Systems
  7. Jumping NLP Curves: A Review of Natural Language Processing Research [Review Article] (2014)
    Erik Cambria, Bebo White IEEE Computational Intelligence Magazine
  8. Aspect extraction for opinion mining with a deep convolutional neural network (2016)
    Soujanya Poria, Erik Cambria et al. Knowledge-Based Systems
  9. ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis (2020)
    Mohammad Ehsan Basiri, Shahla Nemati et al. Future Generation Computer Systems
  10. Memory Fusion Network for Multi-view Sequential Learning (2018)
    Amir Zadeh, Paul Pu Liang et al. Proceedings of the AAAI Conference on Artificial Intelligence
  11. Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM (2018)
    Yukun Ma, Haiyun Peng et al. Proceedings of the AAAI Conference on Artificial Intelligence
  12. Deep Learning-Based Document Modeling for Personality Detection from Text (2017)
    Navonil Majumder, Soujanya Poria et al. IEEE Intelligent Systems
  13. Convolutional MKL Based Multimodal Emotion Recognition and Sentiment Analysis (2016)
    Soujanya Poria, Iti Chaturvedi et al. Stirling Online Research Repository (University of Stirling)
  14. Multimodal sentiment analysis: A systematic review of history, datasets, multimodal fusion methods, applications, challenges and future directions (2022)
    Ankita Gandhi, Kinjal Adhvaryu et al. Information Fusion
  15. Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks (2021)
    Bin Liang, Hang Su et al. Knowledge-Based Systems
  16. BiERU: Bidirectional emotional recurrent unit for conversational sentiment analysis (2021)
    Li Wei, Wei Shao et al. Neurocomputing
  17. A survey of large language models for healthcare: from data, technology, and applications to accountability and ethics (2025)
    Kai He, Rui Mao et al. Information Fusion

Immediate Impact

4 by Nobel laureates 16 from Science/Nature 57 standout
Sub-graph 1 of 23

Citing Papers

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2 intermediate papers

Works of Erik Cambria being referenced

Deep Learning--based Text Classification
2021 Standout
Recent Trends in Deep Learning Based Natural Language Processing [Review Article]
2018 Standout
and 1 more

Author Peers

Author Last Decade Papers Cites
Erik Cambria 15307 2551 2305 2520 333 21.1k
Thomas L. Griffiths 8801 2558 1406 1087 358 20.9k
Susan Dumais 8669 1108 2405 3800 98 17.0k
Joshua B. Tenenbaum 10587 2444 6097 529 353 27.0k
Christopher D. Manning 13490 514 3000 3243 226 20.6k
George A. Miller 9008 3966 1361 1916 129 22.2k
Thomas K. Landauer 8749 2087 1412 2828 84 17.5k
Amir Hussain 6139 1051 2199 1090 573 13.6k
Ian H. Witten 13712 604 4831 6009 259 30.6k
Tom M. Mitchell 7565 516 1549 1714 136 17.9k
David J. Hand 6864 382 1394 2224 333 19.2k

All Works

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Rankless by CCL
2026