The HalluRAG Dataset: Detecting Closed-Domain Hallucinations in RAG Applications Using an LLM’s Internal States

Ridder, F.; Schilling, M. (2025)
In: AAAI 2025 Workshop on Preventing and Detecting LLM Misinformation, Philadelphia, . OpenReview
Type of Publication: Forschungsartikel in Online-Sammlung (Konferenz)

Modularity in Nervous Systems-a Key to Efficient Adaptivity for Deep Reinforcement Learning

Schilling, Malte; Hammer, Barbara; Ohl, Frank W.; Ritter, Helge J.; Wiskott, Laurenz (2024)
In: Cognitive Computation, 16(5)
Type of Publication: Forschungsartikel (Zeitschrift)

Evaluating the Impact of Advanced LLM Techniques on AI Lecture Tutors for a Robotics Course

Kahl, S.; Löffler, F.; Maciol, M.; Ridder, F.; Schmitz, M.; Spanagel, J.; Wienkamp, J.; Burgahn, C.; Schilling, M. (2024)
In: Bellas, F; Fontenla-Romero, O (eds.), Communications in Computer and Information Science. Cham: .
Type of Publication: Forschungsartikel in Sammelband (Konferenz)

Hierarchical Decentralized Deep Reinforcement Learning Architecture for a Simulated Four-Legged Agent

El Amri, W.Z.; Hermes, L.; Schilling, M. (2023)
In: G. Nicosia et al. (eds.), Proc. of 8th International Online & Onsite Conference on Machine Learning, Optimization, and Data Science. Switzerland: .
Type of Publication: Research article in edited proceedings (conference)

Graph Learning by Dynamic Sampling

Hermes, Luca; Liuliakov, Aleksei; Schilling, Malte (2023)
In: Verma, Brijesh; Kasabov, Nicola K. (eds.), IJCNN 2023 Conference Proceedings. Gold Coast: .
Type of Publication: Research article in edited proceedings (conference)

Publications

Contact

Top-Links

The HalluRAG Dataset: Detecting Closed-Domain Hallucinations in RAG Applications Using an LLM’s Internal States Ridder, F.; Schilling, M. (2025) In: AAAI 2025 Workshop on Preventing and Detecting LLM Misinformation, Philadelphia, . OpenReview Type of Publication: Forschungsartikel in Online-Sammlung (Konferenz)
Linking meta-learning to meta-structure Schilling, Malte; Ritter, Helge J.; Ohl, Frank W. (2024) In: (no journal available), 47 Type of Publication: Forschungsartikel (Zeitschrift)
Modularity in Nervous Systems-a Key to Efficient Adaptivity for Deep Reinforcement Learning Schilling, Malte; Hammer, Barbara; Ohl, Frank W.; Ritter, Helge J.; Wiskott, Laurenz (2024) In: Cognitive Computation, 16(5) Type of Publication: Forschungsartikel (Zeitschrift)
3D-printed Robust Ground Contact Sensors for Haptic Feedback using Functional Materials Hering, M.; Höving, S.; Schilling, M. (2024) In: Berns, K.; Tokhi, M.O.; Rönnau, A.; Silva, M.F.; Dillmann, R. (eds.), Proceedings of the CLAWAR 2024 Conference (Vol. 2). Cham: . Type of Publication: Forschungsartikel in Sammelband (Konferenz)
Evaluating the Impact of Advanced LLM Techniques on AI Lecture Tutors for a Robotics Course Kahl, S.; Löffler, F.; Maciol, M.; Ridder, F.; Schmitz, M.; Spanagel, J.; Wienkamp, J.; Burgahn, C.; Schilling, M. (2024) In: Bellas, F; Fontenla-Romero, O (eds.), Communications in Computer and Information Science. Cham: . Type of Publication: Forschungsartikel in Sammelband (Konferenz)
Adaptation of a Decentralized Controller to Curve Walking in a Hexapod Robot Simmering, J; Hermes, L; Schneider, A; Schilling, M (2023) In: Cascalho JM; Tokhi MO; Silva MF; Mendes A; Goher K; Funk M (eds.), Robotics in Natural Settings. Cham: . Type of Publication: Research article in edited proceedings (conference)
Hierarchical Decentralized Deep Reinforcement Learning Architecture for a Simulated Four-Legged Agent El Amri, W.Z.; Hermes, L.; Schilling, M. (2023) In: G. Nicosia et al. (eds.), Proc. of 8th International Online & Onsite Conference on Machine Learning, Optimization, and Data Science. Switzerland: . Type of Publication: Research article in edited proceedings (conference)
neuroWalknet, a controller for hexapod walking allowing for context dependent behavior Schilling, M.; Cruse, H. (2023) In: PLoS Computational Biology, 19(1) Type of Publication: Research article (journal)
Graph Learning by Dynamic Sampling Hermes, Luca; Liuliakov, Aleksei; Schilling, Malte (2023) In: Verma, Brijesh; Kasabov, Nicola K. (eds.), IJCNN 2023 Conference Proceedings. Gold Coast: . Type of Publication: Research article in edited proceedings (conference)
ABC-GAN: Spatially Constrained Counterfactual Generation for Image Classification Explanations Mindlin, Dimitry; Schilling, Malte; Cimiano, Philipp (2023) In: Longo, Luca (eds.), Explainable Artificial Intelligence. Lissabon: . Type of Publication: Research article in edited proceedings (conference)