QuakerBot: A household dialog system powered by large language models

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dc.contributor.authorPanagopoulou, Artemis
dc.contributor.authorArora, Manni
dc.contributor.authorZhang, Li
dc.contributor.authorCugini, Dimitri
dc.contributor.authorYou, Weiqiu
dc.contributor.authorYang, Yue
dc.contributor.authorZhou, Liyang
dc.contributor.authorWang, Yuxuan
dc.contributor.authorHou, Zhaoyi
dc.contributor.authorHwang, Alyssa
dc.contributor.authorMartin, Lara J.
dc.contributor.authorShi, Sherry
dc.contributor.authorCallison-Burch, Chris
dc.contributor.authorYatskar, Mark
dc.date.accessioned2024-03-04T15:12:05Z
dc.date.available2024-03-04T15:12:05Z
dc.date.issued2021
dc.description1st Proceedings of Alexa Prize TaskBot (Alexa Prize 2021)
dc.description.abstractWe 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.
dc.description.urihttps://assets.amazon.science/d2/af/3db9f05046e386108b76ce01e06d/quakerbot-a-household-dialog-system-powered-by-large-language-models.pdf
dc.format.extent12 pages
dc.genreconference papers and proceedings
dc.genrepreprints
dc.identifierdoi:10.13016/m27bzw-batn
dc.identifier.urihttp://hdl.handle.net/11603/31773
dc.language.isoen_US
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department Collection
dc.rightsThis 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.
dc.titleQuakerBot: A household dialog system powered by large language models
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0002-0623-599X

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