Scholar
Rafet Sifa
Google Scholar ID: 4jBgqpcAAAAJ
Professor of Machine Learning at University of Bonn and Fraunhofer IAIS
Machine Learning
Representation Learning
Game Analytics
Textmining
Medical Informatics
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Citations & Impact
All-time
Citations
3,137
H-index
26
i10-index
75
Publications
20
Co-authors
11
list available
Contact
GitHub
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Publications
13 items
Is continuous CoT better suited for multi-lingual reasoning?
2026
Cited
0
Towards Reliable Machine Translation: Scaling LLMs for Critical Error Detection and Safety
2026
Cited
0
Modalities, a PyTorch-native Framework For Large-scale LLM Training and Research
2026
Cited
0
Domain-Adaptation through Synthetic Data: Fine-Tuning Large Language Models for German Law
2026
Cited
0
Benchmark Success, Clinical Failure: When Reinforcement Learning Optimizes for Benchmarks, Not Patients
2025
Cited
0
SynCED-EnDe 2025: A Synthetic and Curated English - German Dataset for Critical Error Detection in Machine Translation
2025
Cited
0
Multi-Modal Vision vs. Text-Based Parsing: Benchmarking LLM Strategies for Invoice Processing
2025
Cited
0
A Survey on Current Trends and Recent Advances in Text Anonymization
2025
Cited
0
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Resume (English only)
Background
Head of the Applied Machine Learning (AML) Lab
Focuses on challenges of deploying machine learning models in real-world settings
Develops novel methods for pattern analysis and representation learning
Primary research involves building hybrid, interpretable, and resource-aware learning systems
Applications in text mining, behavioral analytics, and medical informatics
Co-authors
11 total
Christian Bauckhage
Prof. of Computer Science, University of Bonn, Fraunhofer IAIS, LAMARR Institute
Co-author 2
Kristian Kersting
Professor of AI & ML, Technical University of Darmstadt, Hessian.ai, DFKI, CAIRNE/ELLIS, AAAI Fellow
Co-author 4
Guenter Wallner
Prof. JKU Linz, Ass. Prof. TU Eindhoven, Adj. Prof. Ontario Tech Univ.
Co-author 6
Co-author 7
Co-author 8
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