SIGNALAI·May 27, 2026, 4:00 AMSignal0Short term

Rank-Turbulence Delta and Interpretable Approaches to Stylometric Delta Metrics

Source: arXiv cs.CL

Share
Rank-Turbulence Delta and Interpretable Approaches to Stylometric Delta Metrics

arXiv:2604.19499v4 Announce Type: replace Abstract: This article introduces two new measures for authorship attribution - Rank-Turbulence Delta and Jensen-Shannon Delta - which generalise Burrows's classical Delta by applying distance functions designed for probabilistic distributions. We first set out the theoretical basis of the measures, contrasting centred and uncentred z-scoring of word-frequency vectors and re-casting the uncentred vectors as probability distributions. Building on this representation, we develop a token-level decomposition that renders every Delta distance numerically in

Original report

This signal links to a primary source. Continuum Brief monitors and indexes it as part of the live intelligence stream — we do not republish source content.

Read at arXiv cs.CL
Tracked by The Continuum Brief · live intelligence network
Share
The Brief · Weekly Dispatch

Stay ahead of the systems reshaping markets.

By subscribing, you agree to receive updates from THE CONTINUUM BRIEF. You can unsubscribe at any time.