Writer-Defined AI Personas for On-Demand Feedback Generation

arXiv:2309.10433v2 Announce Type: replace-cross
Abstract: Compelling writing is tailored to its audience. This is challenging, as writers may struggle to empathize with readers, get feedback in time, or gain access to the target group. We propose a concept that generates on-demand feedback, based on writer-defined AI personas of any target audience. We explore this concept with a prototype (using GPT-3.5) in two user studies (N=5 and N=11): Writers appreciated the concept and strategically used personas for getting different perspectives. The …

abstract arxiv audience concept cs.cl cs.hc demand explore feedback personas readers struggle type writer writers writing