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Sentiment Analysis at PeerJ

The use of natural language processing to systematically identify, extract, quantify, and study objective/subjective information.

Latest articles

Bridging resource gaps in cross-lingual sentiment analysis: adaptive self-alignment with data augmentation and transfer learning
Li Chen, Shifeng Shang, Yawen Wang
Detecting sarcasm in user-generated content integrating transformers and gated graph neural networks
Zhenkai Qin, Qining Luo, Zhidong Zang, Hongpeng Fu
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Enhancing cybersecurity through autonomous knowledge graph construction by integrating heterogeneous data sources
Hatoon Alharbi, Ali Hur, Hasan Alkahtani, Hafiz Farooq Ahmad
Transformer-based ensemble model for dialectal Arabic sentiment classification
Omar Mansour, Eman Aboelela, Remon Talaat, Mahmoud Bustami

Widely read

Deep learning for aspect-based sentiment analysis: a review
Linan Zhu, Minhao Xu, Yinwei Bao, Yifei Xu, Xiangjie Kong
3,943 views · 630 downloads
Prediction of stock price direction using the LASSO-LSTM model combines technical indicators and financial sentiment analysis
Junwen Yang, Yunmin Wang, Xiang Li
3,668 views · 539 downloads
Stock trend prediction using sentiment analysis
Qianyi Xiao, Baha Ihnaini
3,492 views · 453 downloads
Understanding hate speech: the HateInsights dataset and model interpretability
Muhammad Umair Arshad, Waseem Shahzad
3,761 views · 45 downloads
Stock price movement prediction based on Stocktwits investor sentiment using FinBERT and ensemble SVM
Jin-Xian Liu, Jenq-Shiou Leu, Stefan Holst
3,164 views · 439 downloads

Editors' picks

Transformer-based ensemble model for dialectal Arabic sentiment classification
Omar Mansour, Eman Aboelela, Remon Talaat, Mahmoud Bustami
Leveraging LLaMA2 for improved document classification in English
Jia Xu

Recently cited

Deep learning for aspect-based sentiment analysis: a review
Linan Zhu, Minhao Xu, Yinwei Bao, Yifei Xu, Xiangjie Kong
43 citations · 3,943 views · 630 downloads
Stock trend prediction using sentiment analysis
Qianyi Xiao, Baha Ihnaini
27 citations · 3,492 views · 453 downloads
About this subject overlay

This Sentiment Analysis Overlay is a subset of the peer-reviewed articles found in PeerJ Computer Science .

Subject pages or "Overlays" are like filtered subject journals helping you discover your community within the wider multi-disciplinary PeerJ venues.

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International Conference on Machine Learning and Intelligent Systems (MLIS)
Revolutionizing Healthcare: The Role of AI and Machine Learning
Artificial Intelligence for Mental Health: Advancements, Challenges, and Ethical Implications
Decision Making in Complex Systems: The Theoretical Basis
Decision Making in Complex Systems: Intelligent Computing
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