Lorenz Sparrenberg

20 papers B 12Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generalizing Abstention for Noise-Robust Learning in Medical Image Segmentation.
CoRR
Wesam Moustafa, Hossam Elsafty, Helen Schneider, Lorenz Sparrenberg, Rafet Sifa
2026 — conf
Towards Reliable Machine Translation: Scaling LLMs for Critical Error Detection and Safety.
ECIR (3)
Muskaan Chopra, Lorenz Sparrenberg, Rafet Sifa
2026 J jnl
Towards Reliable Machine Translation: Scaling LLMs for Critical Error Detection and Safety.
CoRR
Muskaan Chopra, Lorenz Sparrenberg, Rafet Sifa
2025 B conf
A Survey on Current Trends and Recent Advances in Text Anonymization.
DSAA
Tobias Deußer, Lorenz Sparrenberg, Armin Berger, Max Hahnbück, Christian Bauckhage, Rafet Sifa
2025 J jnl
A Survey on Current Trends and Recent Advances in Text Anonymization.
CoRR
Tobias Deußer, Lorenz Sparrenberg, Armin Berger, Max Hahnbück, Christian Bauckhage, Rafet Sifa
2025 B conf
From Retinal Pixels to Patients: Evolution of Deep Learning Research in Diabetic Retinopathy Screening.
IEEE Big Data
Muskaan Chopra, Lorenz Sparrenberg, Armin Berger, Sarthak Khanna, Jan H. Terheyden, Rafet Sifa
2025 J jnl
From Retinal Pixels to Patients: Evolution of Deep Learning Research in Diabetic Retinopathy Screening.
CoRR
Muskaan Chopra, Lorenz Sparrenberg, Armin Berger, Sarthak Khanna, Jan H. Terheyden, Rafet Sifa
2025 B conf
How Small Can You Go? Compact Language Models for On-Device Critical Error Detection in Machine Translation.
IEEE Big Data
Muskaan Chopra, Lorenz Sparrenberg, Sarthak Khanna, Rafet Sifa
2025 J jnl
How Small Can You Go? Compact Language Models for On-Device Critical Error Detection in Machine Translation.
CoRR
Muskaan Chopra, Lorenz Sparrenberg, Sarthak Khanna, Rafet Sifa
2025 B conf
Predicting Player Churn with LLMs: A Comprehensive Evaluation of World Knowledge and Reasoning.
DSAA
Tobias Schneider, Lorenz Sparrenberg, Rafet Sifa
2025 B conf
Reasoning LLMs in the Medical Domain: A Literature Survey.
DSAA
Armin Berger, Sarthak Khanna, Lorenz Sparrenberg, Tobias Deußer, David Berghaus, Rafet Sifa
2025 B conf
Small and Fast LLMs on Commodity Hardware: Post-Training Quantization in llama. cpp.
DSAA
Lorenz Sparrenberg, Tobias Deußer, Armin Berger, Rafet Sifa
2025 J jnl
SynCED-EnDe 2025: A Synthetic and Curated English - German Dataset for Critical Error Detection in Machine Translation.
CoRR
Muskaan Chopra, Lorenz Sparrenberg, Rafet Sifa
2025 B conf
Towards Uncertainty-Aware Low-Bit Quantized LLMs for On-Device Inference.
IEEE Big Data
Lorenz Sparrenberg, Tobias Schneider, Tobias Deußer, Armin Berger, Rafet Sifa
2025 B conf
Towards Unified Multimodal Financial Forecasting: Integrating Sentiment Embeddings and Market Indicators via Cross-Modal Attention.
DSAA
Sarthak Khanna, Armin Berger, David Berghaus, Tobias Deußer, Lorenz Sparrenberg, Rafet Sifa
2025 J jnl
Towards Unified Multimodal Financial Forecasting: Integrating Sentiment Embeddings and Market Indicators via Cross-Modal Attention.
CoRR
Sarthak Khanna, Armin Berger, David Berghaus, Tobias Deußer, Lorenz Sparrenberg, Rafet Sifa
2024 B conf
A Comparative Study of Large Language Models for Named Entity Recognition in the Legal Domain.
IEEE Big Data
Tobias Deußer, Cong Zhao, Lorenz Sparrenberg, Daniel Uedelhoven, Armin Berger, Maren Pielka, Lars Hillebrand, Christian Bauckhage, Rafet Sifa
2024 B conf
Correcting Systematic Bias in LLM-Generated Dialogues Using Big Five Personality Traits.
IEEE Big Data
Lorenz Sparrenberg, Tobias Schneider, Tobias Deußer, Markus Koppenborg, Rafet Sifa
2024 B conf
Fusing Speech and Language Models for Dementia Detection.
IEEE Big Data
Tobias Deußer, Abdul Mohsin Siddiqi, Lorenz Sparrenberg, Tobias Adams, Christian Bauckhage, Rafet Sifa
2024 B conf
Leveraging Large Language Models for Few-Shot KPI Extraction from Financial Reports.
IEEE Big Data
Tobias Deußer, Cong Zhao, Daniel Uedelhoven, Lorenz Sparrenberg, Lars Hillebrand, Christian Bauckhage, Rafet Sifa