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Hammam Abdelwahab

Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS

Schloss Birlinghoven, 1

Sankt Augustin, 53757

Germany

  • Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS

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Textual Data Bias Detection and Mitigation - An Extensible Pipeline with Experimental Evaluation

Number of pages: 29 Posted: 22 Dec 2025
Rebekka Goerge, Sujan Sai Gannamaneni, Tabea Naeven, Hammam Abdelwahab, Hector Allende-cid, Prof. Dr. Armin Bernd Cremers, Lennard Helmer, Michael Mock, Anna Schmitz, Songkai Xue, Elif Yildirir, Maximilian Poretschkin and Stefan Wrobel
Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, affiliation not provided to SSRN, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, affiliation not provided to SSRN, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Fraunhofer IAIS, affiliation not provided to SSRN, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS and Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS
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Data Bias, Large Language Models, Bias Detection, Bias Mitigation, Fine-tuning