Is ChatGPT Equipped with Emotional Dialogue Capabilities?
Weixiang Zhao, Yanyan Zhao, Xin Lu, Shilong Wang, Yanpeng Tong, Bing, Qin

TL;DR
This paper evaluates ChatGPT's ability to understand and generate emotional dialogue, revealing promising results in emotional response generation but highlighting areas for improvement in understanding emotional nuances.
Contribution
It provides a comprehensive assessment of ChatGPT's emotional dialogue capabilities and identifies future research directions for enhancing emotional understanding.
Findings
ChatGPT shows promising emotional response generation.
Performance on emotional understanding lags behind supervised models.
Suggests future research avenues for emotional dialogue enhancement.
Abstract
This report presents a study on the emotional dialogue capability of ChatGPT, an advanced language model developed by OpenAI. The study evaluates the performance of ChatGPT on emotional dialogue understanding and generation through a series of experiments on several downstream tasks. Our findings indicate that while ChatGPT's performance on emotional dialogue understanding may still lag behind that of supervised models, it exhibits promising results in generating emotional responses. Furthermore, the study suggests potential avenues for future research directions.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsTopic Modeling · Machine Learning in Healthcare · Mental Health via Writing
