Article/Preprint: “It Takes a Village: A Distributed Training Model for AI-Based Chatbots”

The preprint linked below was recently shared on arXiv.

Title

It Takes a Village: A Distributed Training Model for AI-Based Chatbots

Authors

Colleen Estes
University of Delaware Library, Museums and Press

Beth Twomey
University of Delaware Library, Museums and Press

Annie Johnson
University of Delaware Library, Museums and Press

Source

via arXiv
arXiv:2403.01545 [cs.DL]

Abstract

In Summer 2023, staff from the information technology and reference departments at the University of Delaware Library, Museums and Press came together in a unique partnership to pilot a low-cost AI-powered chatbot. The goal of the pilot is to learn more about student and faculty interest in engaging with this tool, and to better understand the labor required on the staff side. Reference librarians and other public facing staff, including student workers, were instrumental in helping to train the chatbot. This article discusses the development of prompts, leveraging of existing data sources for training materials, and workflows involved in the pilot. It argues that, when implementing AI-based tools in the academic library, involving staff from across the organization is essential to ensure buy-in and success. Although chatbots are designed to hide the effort of the people behind them, such labor can be substantial and needs to be recognized.

Access to Full Text Article
16 pages; PDF.

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