IEEE

Fast and accurate Sentiment Analysis using a hybrid LLM model with OpenVINO optimization

Abstract: The rapid growth of social media and internet usage creates a vast amount of textual information, making sentiment analysis important for understanding the interpretation of people. Most ...
IEEE

Category-Based Sentiment Analysis of Sindhi News Headlines Using Machine Learning, Deep Learning, and Transformer Models

Abstract: The rapid growth of digital content has made sentiment analysis (SA) an essential tool for understanding public sentiment and classifying textual data. Despite significant progress in ...
Journal of Medical Internet Research

Digital Hostility Toward LGBTQIA+ Research Recruitment on Social Media Using Topic Modeling and Sentiment Analysis of Facebook Comments: Quantitative Content Analysis Study

Sentiment analysis was conducted using the Bing Liu and National Research Council lexicons, with scores ranging from –1 (most negative) to 1 (most positive). Linguistic Inquiry and Word Count was used ...