On Prompt Sensitivity of ChatGPT in Affective Computing

arXiv:2403.14006v1 Announce Type: new
Abstract: Recent studies have demonstrated the emerging capabilities of foundation models like ChatGPT in several fields, including affective computing. However, accessing these emerging capabilities is facilitated through prompt engineering. Despite the existence of some prompting techniques, the field is still rapidly evolving and many prompting ideas still require investigation. In this work, we introduce a method to evaluate and investigate the sensitivity of the performance of foundation models based on different prompts or generation parameters. We …

abstract arxiv capabilities chatgpt computing cs.ai cs.cl engineering fields foundation however ideas prompt prompting sensitivity studies through type