Latest Research in Sentiment Analysis and Opinion Mining

Top Research Topics in Sentiment Analysis and Opinion Mining

• Sentiment Analysis and Opinion Mining — 15 papers
• Computation and Language — 8 papers
• Spam and Phishing Detection — 6 papers
• Misinformation and Its Impacts — 1 papers
• Diverse Topics in Contemporary Research — 1 papers
• Forecasting Techniques and Applications — 1 papers
• General Finance — 1 papers
• Cinema and Media Studies — 1 papers
• Software Engineering Techniques and Practices — 1 papers
• Diverse Aspects of Tourism Research — 1 papers

Highest-Cited Papers

1. A Hybrid Transformer-Ensemble Framework for Precise Election Poll Analysis
2. Enhancing sentiment analysis accuracy: strategic pre-calibration to mitigate anchoring bias
3. A hybrid RoBERTa–BiLSTM framework for aspect-based sentiment analysis of Monkeypox tweets
4. Balancing Sentiment Analysis Datasets Through Representative-Word-Guided Synthetic Review Generation: A Case Study on Mexican Spanish Tourism Reviews
5. Activity Classification in E-Commerce Product Reviews Using Deep Learning and Transformer Models
6. Language-Specific versus Cross-Lingual Knowledge Graphs for Implicit Aspect Identification in Arabic: A Comparative Study of Reasoning and Adaptation Strategies
7. TriAgent: Divergence-Aware Multi-Agent Committees for Cost-Efficient Financial Sentiment Analysis
8. Leveraging NLP and deep learning models for political opinion mining: sentiment classification and sequential analysis of news media influence on elections
9. Enhanced Sentiment Classification Using a Hybrid Approach: Knowledge-Based Genetic, Relieff, and Partial Reinforcement Optimizer
10. ML-Based SMS Messaging Spam Detection: Impacts of Text Feature Extraction Techniques
11. A quantitative study on user interaction and brand perception of visual elements in social media advertising driven by deep learning
12. Are large language models effective for detecting spam messages?
13. More information, better forecasting? Empirical evidence from integrating customer sentiment and Google Trends
14. A Secure Lightweight SMS Spam Detection Framework with Robustness to Text Obfuscation Attacks
15. Fraud App Detection Using Sentiment Analysis and Machine Learning
16. Fraud App Detection Using Sentiment Analysis and Machine Learning
17. Measuring Sentiment News with Transformer-Based Language Models
18. Constraint-Aware Counterfactual Editing for Aspect-Based Sentiment Analysis
19. A hybrid CNN-BiGRU-attention architecture for enhanced spam email classification
20. Harnessing NLP and sentiment analysis for collaborative innovation: a systematic review