2024 COLING COLING 2024

Generating Converging Narratives for Games with Large Language Models

Abstract

AbstractWe explore methods of combining the probability distributions generated by two LLM prompts in order to generate a continuation that is appropriate for both prompts at once. This is a new capability that extends the possibilities for branching and rejoining narratives in games.

๐ŸŒ‰ Interdisciplinary Bridge โ€” Natural Language Processing and Reinforcement Learning
๐Ÿงญ Keyword Pioneer โ€” game storytelling
๐Ÿ Cross-Pollinator โ€” Artificial Intelligence, Computer Science, Computer Vision, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Speech & Audio