Publikationen

Towards effective, robust and utility-preserving watermarking of GPS trajectories

Dadwal, Rajjat; Funke, Thorben; Nüsken, Michael; Demidova, Elena, 2024

Veröffentlicht in: ACM Transactions on Spatial Algorithms and Systems

Informed Named Entity Recognition Decoding for Generative Language Models

Deußer, Tobias; Hillebrand, Lars; Bauckhage, Christian; Sifa, Rafet, 2024

Influence of Data Curation and Confidence Levels on Compound Predictions Using Machine Learning Models

Xerxa, Elena; Vogt, Martin; Bajorath, Jürgen, 2024

Veröffentlicht in: Journal of Chemical Information and Modeling

Bi-modal contrastive learning for crop classification using Sentinel-2 and Planetscope

Patnala, Ankit; Stadtler, Scarlet; Schultz, Martin G.; Gall, Juergen, 2024

Veröffentlicht in: Frontiers in Remote Sensing

Fine-Tuning Large Language Models for Compliance Checks

Bell, Thiago; Leonhard, David; Bashir, Ali Hamza; Dilmaghani, Tim; Khaled, Mohamed; Warning, Ulrich; Loitz, Rüdiger; Halscheidt, Sandra; Birr, Jana; Berger, Armin; Sifa, Rafet; Berghaus, David, 2024

Advancing Personalized Medicine: A Scalable {LLM}-based Recommender System for Patient Matching

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

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