publication . Article . 2021

Playing With Unicorns: AI Dungeon and Citizen NLP

Raley, Rita; Hua, Minh;
Open Access
  • Published: 28 Jun 2021
  • Publisher: eScholarship, University of California
  • Country: United States
Abstract
AI Dungeon 2 is an indie text adventure game that caught traction within the gaming and hobbyist machine learning communities for its promise of “infinite” customizable adventures, which are generated and narrated by GPT-2, OpenAI’s 1.5 billion parameter language model. Samples of gameplay illustrate AID’s remarkable linguistic competence and domain knowledge, as well as its capacity for what can only be described as wackiness. More striking are AID’s innovative gameplay mechanics, which reimagine how we interact with large language models. Game play entails a procedural and incremental process of engaging with GPT-2 that opens up the possibility of developing a...
Subjects
ACM Computing Classification System: ComputingMilieux_PERSONALCOMPUTING
free text keywords: NLP, natural language processing, GPT-2, large language models, citizen science, machine learning, deep learning, text adventure games, Information and Computing Sciences, Language, Communication and Culture
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Communities
Digital Humanities and Cultural Heritage
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