Automatic Thematic Indexing of Large Literary Corpora: A Machine Learning Approach to Voltaire's Complete Works

arXiv:2607.09316 · cs.CL, cs.AI, cs.DL, cs.IR, cs.LG · Submitted 2026-07-10 · Read on arXiv

cs.CL, cs.AI, cs.DL, cs.IR, cs.LG

Submitted: 2026-07-10

Updated: 2026-10-13

Comments: 26 pages, 3 figures, 3 tables

Code: https://github.com/Digital-Scholarship-Oxford/digitally-indexing-voltaire

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Adaptation — 1× in this paper · explained in 1 episode
• F1 Score — 1× in this paper · explained in 3 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 8 episodes
• Low-Rank Adaptation (LoRA) — 1× in this paper · explained in 13 episodes

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