Thanks to machine learning, companies can now begin to put the ability to determine the emotional value of communication to work. Here’s how organizations can capitalize. Sentiment analysis is ...

Abstract: Opinion mining, also known as sentiment analysis (SA), aims to determine the thoughts and comments of others, and it has been made possible by the rapid growth of internet users, the ...

The findings offer valuable insights into the capabilities and limitations of various machine learning methods, supporting the development of more accurate and reliable sentiment analysis systems for ...

High-quality data is the cornerstone of any robust machine-learning system ... model ensembling, and architecture search. Proxy bias in sentiment analysis leads to skewed outcomes by associating ...

Sentiment systems ... emotional intelligence systems. With the integration of natural language processing, machine learning and multimodal data, sentiment analysis now provides a more nuanced ...

To address this issue, we propose an AI-assisted labeling process that uses advanced natural language processing techniques to train machine learning models capable ... learner dropout rates based on ...