专题:Sentiment Analysis and Opinion Mining

This cluster of papers focuses on sentiment analysis and opinion mining, particularly in the context of social media and text mining. It covers various techniques such as lexicon-based methods, deep learning, aspect-based sentiment analysis, and machine learning for analyzing emotions and opinions in textual data from platforms like Twitter. The research also delves into emotion recognition and the impact of sentiment analysis on public perception.
最新文献
Accuracy and fairness of generative AI in automated essay scoring: Comparing GPT-4o, feature-based models, and human raters

article Full Text OpenAlex

Explainable Representation Learning in Large Language Models for Fine-Grained Sentiment and Opinion Classification

article Full Text OpenAlex

A Survey on Multimodal Recommender Systems: Recent Advances and Future Directions

article Full Text OpenAlex

An LLM-driven context-aware recommendation system integrating NLP for enhanced social media personalization

article Full Text OpenAlex

Multimodal emotion recognition from complete modality to missing modality based on text, audio, and visual: A review

article Full Text OpenAlex

End-to-End Fine-Tuning of DeBERTa-Base for Stance Detection

article Full Text OpenAlex

Multimodal Alignment and Fusion: A Survey

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Detection of Suicidal Risk on Social Media: A Hybrid Model

book-chapter Full Text OpenAlex

Marketing-AutoM3L: domain-aware automated machine learning for financial customer analytics

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An Overview of Recent Advances in Natural Language Processing for Information Systems

article Full Text OpenAlex

近5年高被引文献
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

review Full Text OpenAlex 3530 FWCI456.6644

A survey on sentiment analysis methods, applications, and challenges

article Full Text OpenAlex 1383 FWCI176.6972

Multimodal sentiment analysis: A systematic review of history, datasets, multimodal fusion methods, applications, challenges and future directions

review Full Text OpenAlex 687 FWCI87.4554

A systematic review and research perspective on recommender systems

review Full Text OpenAlex 551 FWCI158.7889

A systematic review on affective computing: emotion models, databases, and recent advances

review Full Text OpenAlex 539 FWCI92.226

Sentiment Analysis and Opinion Mining

book-chapter Full Text OpenAlex 532 FWCI75.725

A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges

article Full Text OpenAlex 462 FWCI58.0226

A Survey on Text Classification: From Traditional to Deep Learning

article Full Text OpenAlex 453 FWCI60.9486

Natural language processing applied to mental illness detection: a narrative review

review Full Text OpenAlex 415 FWCI84.4067

A Literature Survey of Recent Advances in Chatbots

article Full Text OpenAlex 411 FWCI52.609