Krater
This Light Novel Does Not Exist.
A video on YouTube. In Anime, a Krater category.
Watch on YouTubeSummary by Krater
The creator trains an AI on light novel titles using the BookWalker dataset to generate new titles, then tests them with friends Joey and Connor to see which ones sound real.
From the video
Answers: Can an AI generate realistic light novel titles?
- AI-generated light novel titles
- GPT-2 text generation
- Light novel naming conventions
- AI training dataset
- Anime and light novel tropes
What it concludes
- Simple short titles fail to capture the formulaic and descriptive nature of real light novel titles.
- Feeding GPT-2 a large dataset of light novel titles allows it to generate convincing titles that mimic real ones.
- Complex sentences and convoluted logic in titles cause AI generators to produce nonsensical results.
- AI-generated light novel titles become more convincing when constrained by word count and parameter tuning like Top K and Top P.
- AI is capable of making convincing light novel titles and names when trained on a large domain-specific corpus.
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Titles and thumbnails from YouTube. Krater isn't affiliated with, endorsed by or sponsored by YouTube or Google.