Publikationen

Tackling Data Sparsity and Combinatorial Challenges in Rare Disease Matching with Medical Informed Machine Learning

Berger, Armin; Anglim Lagones, Tom; Grigull, Lorenz; Fendrich, Lara; Bell, Thiago; Högl, Henriette; Ernst, Gundula; Schmidt, Ralf; Bascom, David; Sifa, Rafet; Lübbering, Max, 2024

Fusing Speech and Language Models for Dementia Detection

Deußer, Tobias; Siddiqi, Abdul Mohsin; Sparrenberg, Lorenz; Adams, Tobias; Bauckhage, Christian; Sifa, Rafet, 2024

A Comparative Study of Large Language Models for Named Entity Recognition in the Legal Domain

Deußer, Tobias; Zhao, Cong; Sparrenberg, Lorenz; Uedelhoven, Daniel; Berger, Armin; Pielka, Maren; Hillebrand, Lars; Bauckhage, Christian; Sifa, Rafet, 2024

Leveraging Large Language Models for Few-Shot {KPI} Extraction from Financial Reports

Deußer, Tobias; Zhao, Cong; Uedelhoven, Daniel; Sparrenberg, Lorenz; Hillebrand, Lars; Bauckhage, Christian; Sifa, Rafet, 2024

Model-agnostic Body Part Relevance Assessment for Pedestrian Detection Model Benchmarking

Günder, Maurice; Banerjee, Sneha; Sifa, Rafet; Bauckhage, Christian, 2024

Advancing Risk and Quality Assurance: A {RAG} Chatbot for Improved Regulatory Compliance

Hillebrand, Lars; Berger, Armin; Uedelhoven, Daniel; Berghaus, David; Warning, Ulrich; Dilmaghani, Tim; Kliem, Bernd; Schmid, Thomas; Loitz, Rüdiger; Sifa, Rafet, 2024

Insights About Causality Detection in Financial Text – Towards an Informed Approach

Pielka, Maren; Sifa, Rafet, 2024

Correcting Systematic Bias in {LLM}-Generated Dialogues Using Big Five Personality Traits

Sparrenberg, Lorenz; Schneider, Tobias; Deußer, Tobias; Koppenborg, Markus; Sifa, Rafet, 2024

Detecting Interactions in High-Dimensional Data Using Cross Leverage Scores

Teschke, Sven; Ickstadt, Katja; Munteanu, Alexander, 2024

Veröffentlicht in: Biometrical Journal

Table Structure Recognition via Encoder/Decoder Vision Transformers

Uedelhoven, Daniel; Lübbering, Max; Bauckhage, Christian; Sifa, Rafet, 2024