Can we make an AI respect TEI XML? An experiment with a small-scale "explainable" AI

WMy students and I are developing a project to see whether we can refine and customize a "DigitAI" (named for our "Digit" program at Penn State Behrend).e want our DigitAI to serve as a guide to TEI XML, and we are preparing a RAG knowledge graph for it built from the p5.xml single source of "ground truth" of the TEI Guidelines. The challenge of our project is to introduce the meaningful hierarchy of XML and TEI to an AI language model trained on sequenced tokens and word vector embeddings. If successful, the DigitAI will be minimal in size and adaptable by others, but most importantly, we hope to learn from the experiment.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-18
DOI
https://doi.org/10.5281/zenodo.17168196
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

Can we make an AI respect TEI XML? An experiment with a small-scale "explainable" AI

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Can we make an AI respect TEI XML? An experiment with a small-scale "explainable" AI

article en

Abstract

WMy students and I are developing a project to see whether we can refine and customize a "DigitAI" (named for our "Digit" program at Penn State Behrend).e want our DigitAI to serve as a guide to TEI XML, and we are preparing a RAG knowledge graph for it built from the p5.xml single source of "ground truth" of the TEI Guidelines. The challenge of our project is to introduce the meaningful hierarchy of XML and TEI to an AI language model trained on sequenced tokens and word vector embeddings. If successful, the DigitAI will be minimal in size and adaptable by others, but most importantly, we hope to learn from the experiment.

Zenodo (CERN European Organization for Nuclear Research)
Pennsylvania State University (US)
Openalex Percentile: Top 32%
Geochemistry and Geologic Mapping
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Can we make an AI respect TEI XML? An experiment with a small-scale "explainable" AI · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS