Jens Kleesiek
14 papers · 2022–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π Cross-Pollinator (12) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (6)
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Renaissance Researcher
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Taxonomy Completionist
(29)
π₯
Mega-Team
(20)
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Prolific Year
(7)
π
Conference Pioneer
β
The Questioner
π
Century Club
(14)
ποΈ
Keyword Collector
(68)
Conferences
NAACL (4)
AAAI (3)
ACL (3)
COLING (1)
ECCV (1)
EMNLP (1)
MICCAI (1)
Top co-authors
Keywords
large language model
(5)
domain adaptation
(3)
semantic segmentation
(2)
medical imaging
(2)
multilingual nlp
(2)
semi-supervised learning
(2)
german language
(2)
language modeling
(1)
named entity recognition
(1)
direct preference optimization
(1)
prompt engineering
(1)
text generation
(1)
text simplification
(1)
language model training
(1)
question answering
(1)
instruction tuning
(1)
synthetic data generation
(1)
model merging
(1)
knowledge distillation
(1)
multi-instance learning
(1)
Papers
Preliminary Evaluation of an Open-Source LLM for Lay Translation of German Clinical Documents
NAACL 2025
MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters
NAACL 2025
Little Is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning
AAAI 2025
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment
ACL 2025
Towards Conditioning Clinical Text Generation for User Control
ACL 2025
Does Biomedical Training Lead to Better Medical Performance?
ACL 2025
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks
AAAI 2025
Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
ECCV 2024
Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding
COLING 2024
Anatomy-guided Pathology Segmentation
MICCAI 2024
IKIM at MEDIQA-M3G 2024: Multilingual Visual Question-Answering for Dermatology through VLM Fine-tuning and LLM Translations
NAACL 2024
On the Impact of Cross-Domain Data on German Language Models
EMNLP 2023
Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation
AAAI 2022
Fine-tuning BERT Models for Summarizing German Radiology Findings
NAACL 2022