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Journal / 05 — Literary Technology / Algorithmic Dialogue Subtext Detection: The Semantic Gap
05 — Literary Technology • 9 min read

Algorithmic Dialogue Subtext Detection: The Semantic Gap

Using NLP semantic distance calculations to audit tension density in spoken character exchanges.

Scriptorium Editorial Board
Scriptorium Editorial Board
September 5, 2026

Measuring the Semantic Gap

Subtext is the distance between what is explicitly said and what is psychologically meant. Computational NLP can audit dialogue exchanges for conversational tension density.

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Scriptorium Editorial Board
Literary Craft & Research Fellows

Scriptorium Editorial Board

A collective of developmental editors, narrative theorists, and computational linguists dedicated to advancing the craft of long-form fiction.

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