Volume 13, Issue 11 • December 9, 2025
Token-Level Language Model Baseline for Gregg Shorthand Symbols
Open access • Peer reviewed • CC BY-NC-SA 4.0
Thomas Jackson (Author) ORCID
Machine LearningLanguage ModelingShorthand
Abstract
This work presents a symbol-sequence language model baseline to support shorthand transcription correction. The model reduced character-sequence perplexity and improved post-recognition consistency on held-out notes.
Citation
Thomas Jackson (2025). Token-Level Language Model Baseline for Gregg Shorthand Symbols. Journal of Young Scientists & Engineers, 13(11). DOI pending assignment.
Identifiers
DOI pending assignment Zenodo
Access
This article is available with open access and permanent identifier links for citation and discovery.
• ISSN 2319-6378 (Online)