Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts | Paper Citation Record

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This paper cites Visualizing Faith: Print, Piety, and Propaganda.

Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Visualizing Faith: Print, Piety, and Propaganda

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Digital Humanities and Artificial Intelligence

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Couprie with R.H

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Unresolved cited work

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Unresolved cited work

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Iconographic Image Captioning for Artworks

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts DEArt: Dataset of European Art

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This paper cites Computer Vision and the Creation of a Database of Printers’ Ornaments,.

Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Computer Vision and the Creation of a Database of Printers’ Ornaments,

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Ornamento Europe: Towards an Atlas of the Visual Geography of the Renaissance Book,

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Capturing Captions: Using AI to Identify and Analyse Image Captions in a Large Dataset of Historical Book Illustrations,

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts OmniArt: Multi-task Deep Learning for Artistic Data Analysis

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Applying Computer Vision Systems to Historical Book Illustrations: Challenges and First Results,

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts A Dataset and a Convolutional Model for Iconography Classification in Paintings,

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts SniffyArt: The Dataset of Smelling Persons,

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Improving Object Detection in Paintings Based on Time Contexts,

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Sensitivity and Access: Unlocking the Colonial Visual Archive with Machine Learning,

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Automatic Modeling of Social Concepts Evoked by Art Images as Multimodal Frames

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This paper cites Multimodal Search on Iconclass Using Vision-Language Pre-Trained Models,.

Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Multimodal Search on Iconclass Using Vision-Language Pre-Trained Models,

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This paper cites https://saintgeorgeonabike.eu/.

Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts https://saintgeorgeonabike.eu/

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Transfer Learning for the Visual Arts: The Multi- Modal Retrieval of Iconclass Codes,

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Gauging the Limitations of Natural Language Supervised Text-Image Metrics Learning by Iconclass Visual Concepts,

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts YOLOv3: An Incremental Improvement

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Multi-Modal Label Retrieval for the Visual Arts: The Case of Iconclass,

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Visualizing Faith

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Reproducible Scaling Laws for Contrastive Language-Image Learning,

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts https://www.robots.ox.ac.uk/~vgg/software/vise/

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts WISE Image Search Engine (WISE),

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Berlin, Staatsbibliothek, 4" Bu 9401

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This paper cites I used a published list of the illustrations with captions to apply Iconclasses for the ground-truth.28 The images used come from the copy held at the Berlin State Library.29.

Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts I used a published list of the illustrations with captions to apply Iconclasses for the ground-truth.28 The images used come from the copy held at the Berlin State Library.29

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Adam and Eve (60 images) b

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Ornamento Europe

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Luther and the Woodcuts to the 1534 Bible,

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts auffs new zugericht (Wittenberg: Hans Lufft, 1551 [1550])

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Luther Bible, 1551 Edition,

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Adam and Eve

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Religion and Magic

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts A Word Is Worth a Thousand Pictures: Why the Use of Iconclass Will Make Artificial Intelligence Smarter

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts generalizing

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Multimodal Search on Iconclass Using Vision-Language Pre-Trained Models

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Unresolved cited work

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Unresolved cited work

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Holy Communion

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts 14 address cases where the top result might not be the most accurate match

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts the story of David and Goliath (1 Samuel 17)

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts For example, if the ground truth has five levels and the prediction correctly matches three of them, the base score is adjusted to reflect a 60% match

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Unresolved cited work

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts This result aligns with the expectation that hybrid search benefits from leveraging both lexical matches and semantic similarities

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts One key limitation is the dependence on the accuracy of the generated descriptions

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts The combination of RAG, vector search, and the basic Iconclass database works exceptionally well

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts 28 well-defined images or emphasizing keywords in cases where textual cues are stronger might enhance performance

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Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts Passion of Christ 73D2 the episode of the Last Supper 73D23 Christ washes the feet of the apostles (John 13:1-20) 73D231 Christ washes Peter's feet Fig

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