Free Resource
The Science of Writing Style Replication
Research foundations for AI-powered Style Profile extraction
A 20-page research whitepaper documenting the academic foundations behind our methodology. Includes 50+ citations from peer-reviewed sources and details on our implemented quantitative stylometry system.
What You'll Get
- Understand the science behind style extraction
- See how our 7-dimension framework is validated by research
- Learn why two-stage pipelines outperform single-stage approaches
- Review our implemented quantitative stylometry metrics
What's Inside
- •The concept of "idiolect" — your linguistic fingerprint
- •Why LLMs struggle with implicit style imitation (EMNLP 2025)
- •Corpus requirements: 2,000-5,000 words for reliable extraction
- •Implemented metrics: TTR, function words, sentence statistics
- •Evaluation framework: STI, authorship attribution, perplexity
Best for: Technical decision-makers, enterprise buyers, academics
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