Sentiment Analysis of Citations in Scientific Articles Using ChatGPT: Identifying Potential Biases and Conflicts of Interest

Understand

Scientific articles play a crucial role in advancing knowledge and informing research directions.

• One key aspect of evaluating scientific articles is the analysis of citations, which provides insights into the impact and reception of the cited works.
• This article introduces the innovative use of large language models, particularly ChatGPT, for comprehensive sentiment analysis of citations within scientific articles.
• By leveraging advanced natural language processing (NLP) techniques, ChatGPT can discern the nuanced positivity or negativity of citations, offering insights into the reception and impact of cited works.