Panagopoulou, ArtemisArora, ManniZhang, LiCugini, DimitriYou, WeiqiuYang, YueZhou, LiyangWang, YuxuanHou, ZhaoyiHwang, AlyssaMartin, Lara J.Shi, SherryCallison-Burch, ChrisYatskar, Mark2024-03-042024-03-042021http://hdl.handle.net/11603/317731st Proceedings of Alexa Prize TaskBot (Alexa Prize 2021)We describe QuakerBot, a dialog system that helps users with household tasks and a participant in the Alexa Prize TaskBot Challenge. QuakerBot can process a variety of user requests, search for instructions from web resources such as wikiHow or Whole Foods Market recipes, answer related questions, and so on. Its components simultaneously consist of large language models with an impressive few-shot performance, and rule-based models with robust service.12 pagesen-USThis item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author.Text