Sign inGet started
Paper · arXiv

A Text-Native Interface for Generative Video Authoring

Everyone can write their stories in freeform text format -- it's something we all learn in school. Yet storytelling via video requires one to learn specialized and complicated tools. In this paper, we introduce Doki, a text-native interface for generative video authoring, aligning video creation with the natural process of text writing. In Doki, writing text is the primary interaction: within a single document, users define assets, structure scenes, create shots, refine edits, and add audio. We articulate the design principles of this text-first approach and demonstrate Doki's capabilities through a series of examples. To evaluate its real-world use, we conducted a week-long deployment st...

AuthorsXingyu Bruce Liu, Mira Dontcheva, Dingzeyu Li
Primary categorycs.HC
Published10 March 2026
Last updated at source10 March 2026
cs.HCcs.AI
Embed this entry
<iframe src="https://silytics.si/embed/item/7c7fd7ce-151c-470c-be48-a640534d4995" width="420" height="190" style="border:0" loading="lazy" title="Silytics entry"></iframe>

Free, no tracking. More about feeds and embeds.

Silytics shows public metadata from arXiv and links to the original. Information may be incomplete or out of date. Last refreshed 17 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.