JSAI2024

Presentation information

General Session

General Session » GS-10 AI application

[2A6-GS-10] AI application: Marketing

Wed. May 29, 2024 5:30 PM - 7:10 PM Room A (Main hall)

座長:竹内 孝(京都大学)

5:50 PM - 6:10 PM

[2A6-GS-10-02] Evaluation of classification task for inappropriate sentences in SNS using ChatGPT

Syota Yanachi1, Hayato Okada1, Keisuke Yoneda1, 〇Daisaburo Yoshioka1 (1. Sojo University)

Keywords:ChatGPT, SNS

In this report, we evaluate classification tasks for inappropriate sentences in SNS using ChatGPT. It is shown that only prompts including Zero-shot CoT and Few-shot learning do not result in high performance compared with a fine-tuned BERT model. Our result also shows that a fine-tuned ChatGPT achieves an accuracy of over 90%, which is comparable in performance to BERT.

Authentication for paper PDF access

A password is required to view paper PDFs. If you are a registered participant, please log on the site from Participant Log In.
You could view the PDF with entering the PDF viewing password bellow.

Password