AIIDE Artifact Archive

Plug-and-Blend: A Framework for Controllable Story Generation with Blended Control Codes

Authors:
Date Archived: 11 October 2021
Accompanying Paper: Plug-and-Blend: A Framework for Plug-and-Play Controllable Story Generation with Sketches
Artifact URL: http://aiide.org/artifacts/files/plug_and_blend.zip
Alternative URL: https://github.com/xxbidiao/plug-and-blend
Description:

Plug-and-Blend is a controllable language generation framework that allows a human user to input multiple control codes (topics). In the context of automated story generation, this allows a human user loose or fine-grained control of the topics and transitions between them that will appear in the generated story, and can even allow for overlapping, blended topics. Automated evaluations show our framework, working with different generative language models, controls the generation towards given continuous-weighted control codes while keeping the generated sentences fluent, demonstrating strong blending capability. A human participant evaluation shows that the generated stories are observably transitioning between two topics.

How to Cite This Artifact

The examples below show how to cite this page, but when referring to this work, many authors will prefer that you cite the accompanying paper linked above.

AAAI Style
Lin, Z.; and Riedl, M. O. 2021. Plug-and-Blend: A Framework for Controllable Story Generation with Blended Control Codes. http://aiide.org/artifacts/plug_and_blend. Accessed 20 April 2024.
IEEE Style
Z. Lin, and M. O. Riedl, "Plug-and-Blend: A Framework for Controllable Story Generation with Blended Control Codes," 2021. [Online]. Available: http://aiide.org/artifacts/plug_and_blend. [Accessed Apr 20, 2024].
BiBTeX Entry
@misc{plug_and_blend,
	author={Lin, Zhiyu and Riedl, Mark O.},
	title={Plug-and-Blend: A Framework for Controllable Story Generation with Blended Control Codes},
	howpublished={\url{http://aiide.org/artifacts/plug_and_blend}},
	year={2021},
	note={Accessed 20 April 2024}
}