Amin Dada - RankMe

21 papers Journal 13Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Less Finetuning, Better Retrieval: Rethinking LLM Adaptation for Biomedical Retrievers via Synthetic Data and Model Merging. CoRR Sameh Khattab, Jean-Philippe Corbeil, Osman Alperen Koras, Amin Dada, Julian Friedrich, François Beaulieu, Paul Vozila, Jens Kleesiek
2025	—	`conf`	A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment. ACL (1) Jean-Philippe Corbeil, Amin Dada, Jean-Michel Attendu, Asma Ben Abacha, Alessandro Sordoni, Lucas Caccia, François Beaulieu, Thomas Lin, Jens Kleesiek, Paul Vozila
2025	J	`jnl`	A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment. CoRR Jean-Philippe Corbeil, Amin Dada, Jean-Michel Attendu, Asma Ben Abacha, Alessandro Sordoni, Lucas Caccia, François Beaulieu, Thomas Lin, Jens Kleesiek, Paul Vozila
2025	J	`jnl`	Automatic Fine-grained Segmentation-assisted Report Generation. CoRR Frederic Jonske, Constantin Seibold, Osman Alperen Koras, Fin Hendrik Bahnsen, Marie Bauer, Amin Dada, Hamza Kalisch, Anton Schily, Jens Kleesiek
2025	—	`conf`	Evaluating Zero-Shot Foundation Models for Time Series Forecasting in Clinical Settings: A Simulation Study with Electronic Health Records. MedInfo Gernot Pucher, Amin Dada, Felix Nensa, Martin Schuler, Christian Reinhardt, Jens Kleesiek, Christopher M. Sauer
2025	J	`jnl`	Evaluating the effectiveness of biomedical fine-tuning for large language models on clinical tasks. J. Am. Medical Informatics Assoc. Felix J. Dorfner, Amin Dada, Felix Busch, Marcus R. Makowski, Tianyu Han, Daniel Truhn, Jens Kleesiek, Madhumita Sushil, Lisa C. Adams, Keno K. Bressem
2025	J	`jnl`	FHIR-Former: enhancing clinical predictions through Fast Healthcare Interoperability Resources and large language models. J. Am. Medical Informatics Assoc. Merlin Engelke, Giulia Baldini, Jens Kleesiek, Felix Nensa, Amin Dada
2025	—	`conf`	Improving Medical Visual Instruction Tuning with Labeled Datasets. MedAGI 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
2025	J	`jnl`	MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters. CoRR Amin Dada, Osman Alperen Koras, Marie Bauer, Amanda Butler Contreras, Kaleb E. Smith, Jens Kleesiek, Julian Friedrich
2025	—	`conf`	Towards Conditioning Clinical Text Generation for User Control. ACL (Findings) Osman Alperen Koras, Rabi Bahnan, Jens Kleesiek, Amin Dada
2025	J	`jnl`	Towards Conditioning Clinical Text Generation for User Control. CoRR Osman Alperen Koras, Rabi Bahnan, Jens Kleesiek, Amin Dada
2024	J	`jnl`	Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data. CoRR 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
2024	J	`jnl`	CLUE: A Clinical Language Understanding Evaluation for LLMs. CoRR Amin Dada, Marie Bauer, Amanda Butler Contreras, Osman Alperen Koras, Constantin Marc Seibold, Kaleb E. Smith, Jens Kleesiek
2024	J	`jnl`	ChatGPT in healthcare: A taxonomy and systematic review. Comput. Methods Programs Biomed. Jianning Li, Amin Dada, Behrus Puladi, Jens Kleesiek, Jan Egger
2024	—	`conf`	Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding. LREC/COLING 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
2024	J	`jnl`	Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding. CoRR 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
2024	—	`conf`	IKIM at MEDIQA-M3G 2024: Multilingual Visual Question-Answering for Dermatology through VLM Fine-tuning and LLM Translations. ClinicalNLP@NAACL Marie Bauer, Constantin Seibold, Jens Kleesiek, Amin Dada
2023	—	`conf`	FAM: Relative Flatness Aware Minimization. TAG-ML Linara Adilova, Amr Abourayya, Jianning Li, Amin Dada, Henning Petzka, Jan Egger, Jens Kleesiek, Michael Kamp
2023	J	`jnl`	FAM: Relative Flatness Aware Minimization. CoRR Linara Adilova, Amr Abourayya, Jianning Li, Amin Dada, Henning Petzka, Jan Egger, Jens Kleesiek, Michael Kamp
2023	—	`conf`	On the Impact of Cross-Domain Data on German Language Models. EMNLP (Findings) 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
2023	J	`jnl`	On the Impact of Cross-Domain Data on German Language Models. CoRR 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