Jens Kleesiek

14 papers · 2022–2025 · 7 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 👥 Mega-Team · Squad

🗃️ Keyword Collector (67) 🚀 Conference Pioneer ❓ The Questioner ⚡ Prolific Year · Productive 💎 Century Club · Bronze 📈 Trend Setter

Venues

NAACL (4) AAAI (3) ACL (3) COLING (1) ECCV (1) EMNLP (1) MICCAI (1)

Top co-authors

Amin Dada (8) Marie Bauer (4) Constantin Marc Seibold (3) Simon Reiß (3) Constantin Seibold (3) Rainer Stiefelhagen (3) Ahmad Idrissi-Yaghir (2) Jiang Bian (2) Jean-philippe Corbeil (2) Christoph Friedrich (2)

Research topics

Machine Learning (8) Natural Language Processing (8) Artificial Intelligence (6) Healthcare & Medicine (6) Clinical (6) Learning Types (6) Resources & Methods (6) Core AI (5) Deep Learning (4) Application Areas (4) Applications (3) Generation (3) Models (3) Computer Vision (2) Analysis (2)

Keywords

large language model (5) domain adaptation (3) multilingual nlp (2) semantic segmentation (2) medical imaging (2) semi-supervised learning (2) german language (2) direct preference optimization (1) prompt engineering (1) visual question answering (1) instruction tuning (1) named entity recognition (1) text generation (1) language modeling (1) question answering (1) synthetic data generation (1) model merging (1) language model training (1) knowledge distillation (1) multi-instance learning (1)

Papers

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment 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 Little Is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning AAAI 2025 MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters NAACL 2025 Preliminary Evaluation of an Open-Source LLM for Lay Translation of German Clinical Documents NAACL 2025 Towards Conditioning Clinical Text Generation for User Control ACL 2025 Anatomy-guided Pathology Segmentation MICCAI 2024 Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding COLING 2024 IKIM at MEDIQA-M3G 2024: Multilingual Visual Question-Answering for Dermatology through VLM Fine-tuning and LLM Translations NAACL 2024 Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures ECCV 2024 On the Impact of Cross-Domain Data on German Language Models EMNLP 2023 Fine-tuning BERT Models for Summarizing German Radiology Findings NAACL 2022 Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation AAAI 2022