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SAGA: Collaborative Storytelling with GPT-3

Published: 23 October 2021 Publication History

Abstract

When friends live across different time zones, have incompatible work schedules, or have different levels of access to technology, synchronous communication becomes infeasible. To address this challenge, we developed a web application that allows friends to asynchronously collaborate creatively. In this application, multiple people can contribute to the writing of a story, told partially by a natural language AI system. By offloading some of the creative work to the AI, the human writers have the opportunity to also act as readers, being surprised by new events in the story. To gain preliminary insights into the experience of using this system, we conducted an informal pilot study over a span of 5 days. Through this process, we learned that storytelling with an AI system can encourage roleplay, it can be a cathartic experience, and it is curiosity-driven. Our recommendations for future research include (1) investigating new turn-taking strategies, and clearly communicating turns through the interface, (2) providing guidance for the prompt-writing process, perhaps through editable prompt templates, and (3) conducting a thorough evaluation of the system with friend groups of various sizes and timezones.

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cover image ACM Conferences
CSCW '21 Companion: Companion Publication of the 2021 Conference on Computer Supported Cooperative Work and Social Computing
October 2021
370 pages
ISBN:9781450384797
DOI:10.1145/3462204
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 23 October 2021

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Author Tags

  1. collaborative storytelling
  2. distributed games
  3. natural language processing
  4. slow gameplay

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Cited By

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  • (2024)The Personality Dimensions GPT-3 Expresses During Human-Chatbot InteractionsProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36596268:2(1-36)Online publication date: 15-May-2024
  • (2024)Jamplate: Exploring LLM-Enhanced Templates for Idea ReflectionProceedings of the 29th International Conference on Intelligent User Interfaces10.1145/3640543.3645196(907-921)Online publication date: 18-Mar-2024
  • (2024)Creative ML Assemblages: The Interactive Politics of People, Processes, and ProductsProceedings of the ACM on Human-Computer Interaction10.1145/36373158:CSCW1(1-30)Online publication date: 26-Apr-2024
  • (2024)Young Children's Creative Storytelling with ChatGPT vs. Parent: Comparing Interactive StylesExtended Abstracts of the CHI Conference on Human Factors in Computing Systems10.1145/3613905.3650770(1-7)Online publication date: 11-May-2024
  • (2024)ReelFramer: Human-AI Co-Creation for News-to-Video TranslationProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642868(1-20)Online publication date: 11-May-2024
  • (2024)How Knowledge Workers Think Generative AI Will (Not) Transform Their IndustriesProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642700(1-26)Online publication date: 11-May-2024
  • (2024)Mathemyths: Leveraging Large Language Models to Teach Mathematical Language through Child-AI Co-Creative StorytellingProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642647(1-23)Online publication date: 11-May-2024
  • (2024)Open Sesame? Open Salami! Personalizing Vocabulary Assessment-Intervention for Children via Pervasive Profiling and Bespoke Storybook GenerationProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642580(1-32)Online publication date: 11-May-2024
  • (2024)From Paper to Card: Transforming Design Implications with Generative AIProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642266(1-15)Online publication date: 11-May-2024
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