Showing cs.CLShow all
2 papers · 1 filter
cs.CL2026
Narrative Fingerprints: Multi-Scale Author Identification via Novelty Curve Dynamics
Fred Zimmerman, Hilmar AI
We test whether authors have characteristic "fingerprints" in the information-theoretic novelty curves of their published works. Working with two corpora -- Books3 (52,796 books, 7…
cs.CL2026
Semantic Novelty Trajectories in 80,000 Books: A Cross-Corpus Embedding Analysis
Fred Zimmerman
I apply Schmidhuber's compression progress theory of interestingness at corpus scale, analyzing semantic novelty trajectories in more than 80,000 books spanning two centuries of En…