Armin Berger
Scholar

Armin Berger

Google Scholar ID: 6lJDOIYAAAAJ
Data Scientist, Fraunhofer IAIS & PhD Fellow in Machine Learning, University of Bonn
Machine LearningNatural Language Processing
Google Scholar↗
Citations & Impact
All-time
Citations
85
 
H-index
4
 
i10-index
3
 
Publications
14
 
Co-authors
6
list available
Contact
No contact links provided.
Publications
10 items
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
From Retinal Pixels to Patients: Evolution of Deep Learning Research in Diabetic Retinopathy Screening
2025
Cited
0
History Rhymes: Macro-Contextual Retrieval for Robust Financial Forecasting
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
Reasoning LLMs in the Medical Domain: A Literature Survey
2025
Cited
0
Towards Unified Multimodal Financial Forecasting: Integrating Sentiment Embeddings and Market Indicators via Cross-Modal Attention
2025
Cited
0
Resume (English only)
Co-authors
6 total
Rafet Sifa
Rafet Sifa
Professor of Machine Learning at University of Bonn and Fraunhofer IAIS
Tobias Deußer
Tobias Deußer
PhD Student, University of Bonn & Fraunhofer IAIS
Lars Hillebrand
Lars Hillebrand
PhD Student, Fraunhofer IAIS and University of Bonn
Christian Bauckhage
Christian Bauckhage
Prof. of Computer Science, University of Bonn, Fraunhofer IAIS, LAMARR Institute
Co-author 5
Co-author 5
Thiago B. F. de Oliveira
Thiago B. F. de Oliveira
Fraunhofer IAIS