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FIZ ISE Research Group
@fizise@sigmoid.social  ·  activity timestamp 2 weeks ago

Our team member @epoz presented "Now that we have Large Language Models, are metadata standards still necessary?" at the Autumn School 2025 ‘Modern Stained Glass – Metadata – AI’ at University of Münster, Faculty of Catholic Theology

https://zenodo.org/records/17151141

#llms #generativeAI #metadata #iconclass #AI #arthistory #dh #digitalhumanities #culturalheritage #elephant #chatgpt @fiz_karlsruhe @nfdi4culture @NFDI4Memory

Zenodo

Now that we have Large Language Models, are metadata standards still necessary?

Presentation given during the Autumn School 2025 ‘Modern Stained Glass – Metadata – AI’ at University of Münster, Faculty of Catholic Theology Discussion on using Large Language Models for creating metadata for visual resources, and a demonstration of the automatic generation of Iconclass notations using a combination of vision models and sentence embeddings.
The slide shows anpossible 16th/17th century engraving depicting an elephant standing in a room, possibly a library, opposite to a man, standing behind a bookstand, exposing an open book. The experiment obviously was to ask chatgpt to assign appropriate iconclass codes to this picture. The results, suggested by chatgpt are the following:
Possible Iconclass tags:
11F43 — Elephant
41C — Library, book collection, bookshelves
31A25 — Man, single male figure
49L2 — Book, open book, reading
41A2 — Study room, scholar's study
25F2 — Satire, parody
The slide shows anpossible 16th/17th century engraving depicting an elephant standing in a room, possibly a library, opposite to a man, standing behind a bookstand, exposing an open book. The experiment obviously was to ask chatgpt to assign appropriate iconclass codes to this picture. The results, suggested by chatgpt are the following: Possible Iconclass tags: 11F43 — Elephant 41C — Library, book collection, bookshelves 31A25 — Man, single male figure 49L2 — Book, open book, reading 41A2 — Study room, scholar's study 25F2 — Satire, parody
The slide shows anpossible 16th/17th century engraving depicting an elephant standing in a room, possibly a library, opposite to a man, standing behind a bookstand, exposing an open book. The experiment obviously was to ask chatgpt to assign appropriate iconclass codes to this picture. The results, suggested by chatgpt are the following: Possible Iconclass tags: 11F43 — Elephant 41C — Library, book collection, bookshelves 31A25 — Man, single male figure 49L2 — Book, open book, reading 41A2 — Study room, scholar's study 25F2 — Satire, parody
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