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Leveraging Synthetically Generated Data for Real Estate Document Classification 

Deußer, Tobias; Ramien, Gregor; Weber, Nico; Meidinger, Maximilian; Hahnbück, Max; Bauckhage, Christian; Sifa, Rafet (2025-12)
Document classification in regulated domains like law, finance, or real estate is hindered by the scarcity of labeled data and strict privacy constraints. This paper presents a pipeline for synthetically generating training ......
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A Survey on Current Trends and Recent Advances in Text Anonymization 

Deußer, Tobias; Sparrenberg, Lorenz; Berger, Armin; Hahnbück, Max; Bauckhage, Christian; Sifa, Rafet (2025-10)
The proliferation of textual data containing sensitive personal information across various domains requires robust anonymization techniques to protect privacy and comply with regulations, while preserving data usability ...

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Author
Bauckhage, Christian (2)
Deußer, Tobias (2)Hahnbück, Max (2)Sifa, Rafet (2)Berger, Armin (1)Meidinger, Maximilian (1)Ramien, Gregor (1)Sparrenberg, Lorenz (1)Weber, Nico (1)SubjectLarge Language Models (2)Natural Language Processing (2)Anonymization (1)Document Classification (1)Finance (1)Machine Learning (1)Named Entity Recognition (1)Privacy (1)Survey (1)Synthetic Data (1)... View MoreClassification (DDC)004 Informatik (2)... View MoreResource Type
Konferenzveröffentlichung (2)
... View MoreDate Issued2025 (2)

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