Exploring the Potential of ChatGPT for Keywords Analysis
Changcheng Liu · 2023
ChatGPT is a natural language processing (NLP) tool based on a transformer-based architecture, which is able to quickly analyze text and generate meaningful results. By applying ChatGPT to analyze extracted keywords, it is possible to identify key phrases and topics in a given aspect that can be used for further study. Based on the 100 most popular keywords extracted from the SEG Annual Meeting from 2014 to 2022, ChatGPT is applied to attempt keyword analysis text generation. The results were generally acceptable, but must be carefully checked. At this stage, text generation cannot completely replace the work of researchers, due to the results of the analysis can then be reviewed and accepted after evaluation. Besides inaccurate results, some risks should be taken into consideration when using it for keyword analysis, which could include plagiarism and copyright issues. Despite these risks, ChatGPT is a powerful tool that can be used to quickly and effectively analyze text and extract meaningful information.