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Fine-tuning Language Model Embeddings to Reveal Domain Knowledge: an Explainable Artificial Intelligence Perspective on Medical Decision Making

Ceca Kraišniković, Robert Harb,Markus Plass, Wael Al Zoughbi,Andreas Holzinger,Heimo Müller

Engineering Applications of Artificial Intelligence(2025)

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关键词
Pathology reports,Large language models in pathology,Bidirectional Encoder Representations from Transformers model,Language model for German,Domain-language adaptation,Fine-tuning,Analysis of embeddings,Pathology-specific tasks,Digital pathology,Interpretable medical decision scores
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