Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 10 Reduced Inequalities -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 15 Life on Land -
SDG 16 Peace, Justice and Strong Institutions -
SDG 17 Partnerships for the Goals
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Dive into the research topics where Florian Matthes is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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
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Aidvice: AI Knowlede Assistant for Cancer Care
Matthes, F. (PI), Peeken, J. (CoI), Vladika, J. (CoI) & Gottal, J. (CoI)
1/06/25 → 31/12/27
Project: Research
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Improving the Utility, Privacy, and Human Acceptance of Differentially Private Rewritten Texts
Meisenbacher, S., Jashari, E., Klymenko, A. & Matthes, F., 2027, Availability, Reliability and Security. ARES 2026 EU Projects Symposium Workshops - Proceedings. Kieseberg, P., Skopik, F., Atli, B. & Asplund, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 81-98 18 p. (Lecture Notes in Computer Science; vol. 16903 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Beyond Grid Search: Leveraging Bayesian Optimization for Accelerating RAG Pipeline Optimization
Afzal, A., Zheng, X. & Matthes, F., 2026, Industry Track. Matusevych, Y., Eryigit, G. & Aletras, N. (eds.). Association for Computational Linguistics (ACL), p. 263-277 15 p. (EACL 2026 - 19th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Vol. 1 - (Long Papers); vol. 5).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Cross-Chain Arbitrage: The Next Frontier of MEV in Decentralized Finance
Öz, B., Ferreira Torres, C., Schlegel, C., Mazorra, B., Gebele, J., Rezabek, F. & Matthes, F., 8 Jun 2026, In: Performance Evaluation Review. 54, 1, p. 19-21 3 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Dynamic User Assistance for Component-Based Web Interfaces Using Large Language Models
Machner, N., Gerçel, D. & Matthes, F., 2026, Advances in Natural Language Processing and Information Retrieval. Unger, H. & Meesad, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 627-641 15 p. (Lecture Notes in Networks and Systems; vol. 1904 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Enhancing Conversational Access to Patient Health Data Through LLM-Powered Chat Interfaces
Machner, N., Schneider, P. & Matthes, F., 2026, Advances in Natural Language Processing and Information Retrieval. Unger, H. & Meesad, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 858-871 14 p. (Lecture Notes in Networks and Systems; vol. 1904 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review