QuakerBot: A household dialog system powered by large language models

Published in Alexa Prize TaskBot Challenge Proceedings, 2022

Recommended citation: Panagopoulou, Artemis, et al. "QuakerBot: A household dialog system powered by large language models" Alexa Prize TaskBot Challenge Proceedings (2022)

Abstract. 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.

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Recommended citation: Panagopoulou, Artemis, et al. “QuakerBot: A household dialog system powered by large language models” Alexa Prize TaskBot Challenge Proceedings (2022)