Research output per year
Research output per year
Fingerprint
Dive into the research topics where Roman Kern is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Addressing Hallucination in Causal Q&A: The Efficacy of Fine-tuning over Prompting in LLMs
Niess, G., Razouk, H., Mandic, S. & Kern, R., 2025, Joint Workshop of the 9th Financial Technology and Natural Language Processing, FinNLP 2025, the 6th Financial Narrative Processing, FNP 2025, and the 1st Workshop on Large Language Models for Finance and Legal, LLMFinLegal 2025. Chen, C.-C., Moreno-Sandoval, A., Huang, J., Xie, Q., Ananiadou, S. & Chen, H.-H. (eds.). Association for Computational Linguistics (ACL), p. 253-258 6 p. (Proceedings - International Conference on Computational Linguistics, COLING).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
-
Assessing the impact of differential privacy in transfer learning with deep neural networks and transformer language models
Sousa, S., Trügler, A. & Kern, R., Feb 2025, In: Neural Computing and Applications: neural computing applications forum. 37, 6, p. 5097-5119 23 p., 104088.Research output: Contribution to journal › Article › peer-review
-
A trustworthy hybrid Legal-AI model based on GPT and Prolog
Savic, R. & Kern, R., 20 Feb 2025, In: Jusletter IT. 2025, p. 185-195 11 p.Research output: Contribution to journal › Article › peer-review
-
Automatically generated place descriptions for accurate location identification: a hybrid approach with rule-based methods and LLM
Muroň, M., Dařena, F., Procházka, D. & Kern, R., 21 Jan 2025, In: Spatial Cognition & Computation. 25, 4, p. 269-311 43 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Beyond RGB: Evaluating Event-Based and Light-Field Sensors for Perception in Highly Automated Vehicles
Glaser, A., Priller, P. & Kern, R., 18 Jul 2025, IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2025 : Conference Proceedings. IEEE, 6 p. (Conference Record - IEEE Instrumentation and Measurement Technology Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
-
Institute of Signal Processing and Speech Communication (4420) (Organisational unit)
Kubin, G. (Chair), Schuppler, B. (Member), Kern, R. (Member), Pammer-Schindler, V. (Member), Hagmueller, M. (Member), Winkler, J. A. (Member), Viehhauser, A. (Member) & Lennkh, S. (Member)
2024 → …Activity: Membership › Membership in Standards Committee
-
Louisiana State University (LSU)
Kern, R. (Visitor)
20 Mar 2022 → 19 Jun 2022Activity: Visiting an external academic institution › Research at external institution
-
ETH Zurich
Kern, R. (Visitor)
16 Feb 2021 → 14 May 2021Activity: Visiting an external academic institution › Research at external institution
Prizes
-
Lehrinfrastrukturmittelantrag: Using FURHAT in Speech Technology Courses
Schuppler, B. (Recipient), Hagmüller, M. (Recipient), Pernkopf, F. (Recipient) & Kern, R. (Recipient), 2022
Prize: Fellowship awarded competitively
-
FWF - Schematismus - Unlocking the Schematismus: A Machine Learning and Data-driven Approach Toward Mapping Habsburg Middle Class in the Long 19th Century
Kern, R. (Project manager on research unit)
1/07/25 → 30/06/30
Project: Research project
-
AI4Steel - Enhancing Production and Logistics Efficiency in the Steel Industry through Human-AI Collaboration
Kern, R. (Project manager on research unit)
1/04/25 → 31/03/29
Project: Research project
-
INSAIGHT - AI-based Data Analysis for Knowledge Discovery in Manufacturing Processes
Schreck, T. (Project manager on research unit) & Kern, R. (Project manager on research unit)
1/04/25 → 31/03/29
Project: Research project
-
FWF - MoST - Moving in Space and Time
Kern, R. (Project manager on research unit)
2/09/24 → 1/09/26
Project: Research project
-
REWAI - Reducing Energy and Waste using AI
Kern, R. (Project manager on research unit)
1/04/22 → 31/03/25
Project: Research project