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The Word and the Way: Strategies for Domain-Specific BERT Pre-Training in German Medical NLP

2025-09-18

Abstract excerpt

<title>Abstract</title> <p>Background: Digital healthcare generates vast amounts of clinical texts thathold potential for AI-assisted applications. However, existing German biomedicallanguage models either rely on older architectures or are trained on limited data,which may hinder their performance in real-world settings. <h4>Methods:</h4> To explore the impact of domain adaptation strategies in Germanclinical NL...

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Literature Corpus work
3e5e09fe-b308-5430-84fc-75cedea9d83e
DOI
10.21203/rs.3.rs-7332811/v1
Open publication

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The Word and the Way: Strategies for Domain-Specific BERT Pre-Training in German Medical NLPDOI 10.21203/rs.3.rs-7332811/v1
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