jinensetpal
/
boilerbot
connected to https://github.com/jinensetpal/boilerbot.git


  
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            cff-version: 1.2.0
title: >-
  BoilerBot: A Reliable Task-Oriented Chatbot Enhanced with
  Large Language Models
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: inproceedings
authors:
  - given-names: Yifei
    family-names: Hu
    email: hu381@purdue.edu
    affiliation: Purdue University
  - given-names: Jinen
    family-names: Setpal
    email: jsetpal@cs.purdue.edu
    affiliation: Purdue University
    orcid: 'https://orcid.org/0000-0002-8959-0451'
  - given-names: Damin
    family-names: Zhang
    email: zhan4060@purdue.edu
    affiliation: Purdue University
  - given-names: Jacob
    family-names: Zietek
    email: jzietek@cs.purdue.edu
    affiliation: Purdue University
  - given-names: Jack
    family-names: Lambert
    email: lamberjb@purdue.edu
    affiliation: Purdue University
  - given-names: Alex
    family-names: Gonzalez
    email: gonza736@purdue.edu
    affiliation: Purdue University
  - given-names: Julia
    family-names: Rayz
    email: jtaylor1@purdue.edu
    affiliation: Purdue University
identifiers:
  - type: url
    value: >-
      https://www.amazon.science/alexa-prize/proceedings/boilerbot-a-reliable-task-oriented-chatbot-enhanced-with-large-language-models
    description: Publication
  - type: url
    value: >-
      https://assets.amazon.science/8c/03/80c814a749f58e73a1aeda2ff282/boilerbot-tb2-final-2023.pdf
    description: PDF
repository-code: 'https://dagshub.com/jinensetpal/boilerbot/'
abstract: >-
  This paper outlines the design and deployment of
  BoilerBot: a task-oriented multi- modal conversational
  agent developed for the Alexa Prize TaskBot 2 competition.
  BoilerBot features flexible response generation,
  leveraging large language models (LLMs) to enable
  adaptable user experiences. We discuss our novel
  contributions towards advancing state-of-the-art
  task-oriented conversational agents, highlighting
  user-facing challenges and proposing fault-tolerant,
  iterative solutions for carefully guided workflows that
  enable Alexa users to maximize BoilerBot’s functionality.
license: Apache-2.0