al. [418] design LISSA for online communication with adolescents on the autism spectrum, analyzing
users’ speech and facial expressions in real-time to engage them in multi-topic conversations and
provide instant feedback regarding non-verbal cues. Hsu et al. [415] build contextualized language
generation approaches to provide tailored assistance for users who seek support on diverse topics
ranging from relationship stress to anxiety. Furthermore, in other industries including business, a
good agent possesses the capability to provide automated services or assist humans in completing
tasks, thereby effectively reducing labor costs [419]. Amidst the pursuit of AGI, efforts are directed
towards enhancing the multifaceted capabilities of general agents, creating agents that can function
as universal assistants in real-life scenarios [422].
TheRiseandPotentialofLargeLanguageModel BasedAgents