“The rapid advancement of the Large Language Model (LLM) has created numerous potentials for integration with conversational assistants (CAs) assisting people in their daily tasks, particularly due to their extensive flexibility. … In this research, we chose cooking, a complex daily task, as a scenario to investigate people’s successful and unsatisfactory experiences while receiving assistance from an LLM-based CA, Mango Mango. We discovered that participants value the system’s ability to provide extensive information beyond the recipe, offer customized instructions based on context, and assist them in dynamically planning the task.”

Find the paper and full list of authors at ArXiv.