Amin Dada

According to our database, Amin Dada authored at least 17 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Less Finetuning, Better Retrieval: Rethinking LLM Adaptation for Biomedical Retrievers via Synthetic Data and Model Merging.

Sameh Khattab, Jean-Philippe Corbeil, Osman Alperen Koras, Amin Dada, Julian Friedrich, François Beaulieu, Paul Vozila, Jens Kleesiek

CoRR, February, 2026

2025

Automatic Fine-grained Segmentation-assisted Report Generation.

Frederic Jonske, Constantin Seibold, Osman Alperen Koras, Fin Hendrik Bahnsen, Marie Bauer, Amin Dada, Hamza Kalisch, Anton Schily, Jens Kleesiek

CoRR, July, 2025

MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters.

Amin Dada, Osman Alperen Koras, Marie Bauer, Amanda Butler Contreras, Kaleb E. Smith, Jens Kleesiek, Julian Friedrich

CoRR, February, 2025

FHIR-Former: enhancing clinical predictions through Fast Healthcare Interoperability Resources and large language models.

Merlin Engelke, Giulia Baldini, Jens Kleesiek, Felix Nensa, Amin Dada

J. Am. Medical Informatics Assoc., 2025

Evaluating the effectiveness of biomedical fine-tuning for large language models on clinical tasks.

Felix J. Dorfner, Amin Dada, Felix Busch, Marcus R. Makowski, Tianyu Han, Daniel Truhn, Jens Kleesiek, Madhumita Sushil, Lisa C. Adams, Keno K. Bressem

J. Am. Medical Informatics Assoc., 2025

Improving Medical Visual Instruction Tuning with Labeled Datasets.

Amin Dada, Amanda Butler Contreras, Constantin Seibold, Osman Alperen Koras, Julius Keyl, Aokun Chen, Cheng Peng, Alexander Brehmer, Kaleb E. Smith, Jiang Bian, Yonghui Wu, Jens Kleesiek

Proceedings of the Foundation Models for General Medical AI - Third International Workshop, 2025

Evaluating Zero-Shot Foundation Models for Time Series Forecasting in Clinical Settings: A Simulation Study with Electronic Health Records.

Gernot Pucher, Amin Dada, Felix Nensa, Martin Schuler, Christian Reinhardt, Jens Kleesiek, Christopher M. Sauer

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

Towards Conditioning Clinical Text Generation for User Control.

Osman Alperen Koras, Rabi Bahnan, Jens Kleesiek, Amin Dada

Proceedings of the Findings of the Association for Computational Linguistics, 2025

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment.

Jean-Philippe Corbeil, Amin Dada, Jean-Michel Attendu, Asma Ben Abacha, Alessandro Sordoni, Lucas Caccia, François Beaulieu, Thomas Lin, Jens Kleesiek, Paul Vozila

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data.

Felix J. Dorfner, Amin Dada, Felix Busch, Marcus R. Makowski, Tianyu Han, Daniel Truhn, Jens Kleesiek, Madhumita Sushil, Jacqueline Lammert, Lisa C. Adams, Keno K. Bressem

CoRR, 2024

CLUE: A Clinical Language Understanding Evaluation for LLMs.

Amin Dada, Marie Bauer, Amanda Butler Contreras, Osman Alperen Koras, Constantin Marc Seibold, Kaleb E. Smith, Jens Kleesiek

CoRR, 2024

ChatGPT in healthcare: A taxonomy and systematic review.

Jianning Li, Amin Dada, Behrus Puladi, Jens Kleesiek, Jan Egger

Comput. Methods Programs Biomed., 2024

Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding.

Ahmad Idrissi-Yaghir, Amin Dada, Henning Schäfer, Kamyar Arzideh, Giulia Baldini, Jan Trienes, Max Hasin, Jeanette Bewersdorff, Cynthia S. Schmidt, Marie Bauer, Kaleb E. Smith, Jiang Bian, Yonghui Wu, Jörg Schlötterer, Torsten Zesch, Peter A. Horn, Christin Seifert, Felix Nensa, Jens Kleesiek, Christoph M. Friedrich

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

IKIM at MEDIQA-M3G 2024: Multilingual Visual Question-Answering for Dermatology through VLM Fine-tuning and LLM Translations.

Marie Bauer, Constantin Seibold, Jens Kleesiek, Amin Dada

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

On the Impact of Cross-Domain Data on German Language Models.

Amin Dada, Aokun Chen, Cheng Peng, Kaleb E. Smith, Ahmad Idrissi-Yaghir, Constantin Marc Seibold, Jianning Li, Lars Heiliger, Xi Yang, Christoph M. Friedrich, Daniel Truhn, Jan Egger, Jiang Bian, Jens Kleesiek, Yonghui Wu

CoRR, 2023

FAM: Relative Flatness Aware Minimization.

Linara Adilova, Amr Abourayya, Jianning Li, Amin Dada, Henning Petzka, Jan Egger, Jens Kleesiek, Michael Kamp

Proceedings of the Topological, 2023

On the Impact of Cross-Domain Data on German Language Models.

Amin Dada, Aokun Chen, Cheng Peng, Kaleb E. Smith, Ahmad Idrissi-Yaghir, Constantin Seibold, Jianning Li, Lars Heiliger, Christoph M. Friedrich, Daniel Truhn, Jan Egger, Jiang Bian, Jens Kleesiek, Yonghui Wu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023