Publications

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

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

Table Structure Recognition via Encoder/Decoder Vision Transformers

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

PhenoBench: A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain

Weyler, Jan; Magistri, Federico; Marks, Elias; Chong, Yue Linn; Sodano, Matteo; Roggiolani, Gianmarco; Chebrolu, Nived; Stachniss, Cyrill; Behley, Jens, 2024

Towards Robust, Explainable, and Privacy-Friendly Sybil Detection

Bungartz, Christian; Boes, Felix; Meier, Michael; Ohm, Marc, 2024

Combining a Chemical Language Model and the Structure–Activity Relationship Matrix Formalism for Generative Design of Potent Compounds with Core Structure and Substituent Modifications

Chen, Hengwei; Bajorath, Jürgen, 2024

Milestones in chemoinformatics: global view of the field

Bajorath, Jürgen, 2024