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- **Constrained Entity Decoding with Diffusion Models**
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- Mandatory reading before contacting: *Large Language Diffusion Models* by Nie et al., *Informed Named Entity Recognition Decoding for Generative Language Models* by Deußer et al., *Diffusion-LM Improves Controllable Text Generation* by Li et al.
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- **Cultural and Contextual Dimensions in Pseudoanonymisation**
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- Mandatory reading before contacting: *Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models* by Deußer et al.
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- Mandatory reading before contacting: *Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models* by Deußer et al., *A survey on current trends and recent advances in text anonymization* by Deußer et al.
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#### Hossam Elsafty
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- **Design and Evaluation of AI-Assisted Clinical Decision Support Systems for Rare Disease Diagnosis**
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- **Robust Information Extraction from Noisy Clinical Documents: Combining OCR and Language Models**
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#### Lorenz Sparrenberg
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- Currently at capacity: not taking on new thesis students at the moment.

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