Sentiment Analysis in the Era of Large Language Models: A Reality Check

Understand

Sentiment analysis (SA) has been a long-standing research area in natural language processing.

• It can offer rich insights into human sentiments and opinions and has thus seen considerable interest from both academia and industry.
• With the advent of large language models (LLMs) such as ChatGPT, there is a great potential for their employment on SA problems.
• However, the extent to which existing LLMs can be leveraged for different sentiment analysis tasks remains unclear.