🧑‍🔬 Florian Matthes

🏛️ Affiliations

🎓Technical University of MunichMunich · Germany2002–2026 · 386 papersEmployment since 2002 · Full Professor, Informaticscurrent🎓Universität HamburgHamburg · Germany1990–1997 · 31 papers🎓Hamburg University of TechnologyHamburg · Germany1994–2001 · 30 papers🎓Information Technology UniversityLahore · Pakistan2016 · 6 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. A Systematic Exploration of Text Decomposition and Budget Distribution in Differentially Private Text Obfuscation (2026)
   Word-level differentially private (DP) text obfuscation must work on whole documents to be useful. This raises two questions: how to split a document into units, and how to divide a fixed document-level ε among those units. Earlier studies looked at each question separately. This paper is the first to examine them…
2. sebis at CRF Filling 2026: A Two-Stage Local LLM Pipeline for Medical CRF Filling (2026)
   The paper tackles automatic filling of Case Report Forms (CRFs) from free-text emergency-department notes on dyspnea patients, the setting of the CL4Health 2026 CRF Filling shared task (English track).

All works

21 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing ↗arXiv (Cornell University) · no summary yetAhmed Elnaggar et al.2021 · 26 citations
2. DP-MLM: Differentially Private Text Rewriting Using Masked Language Models ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetStephen Meisenbacher et al.2024 · 23 citations
3. Summarization of German Court Rulings ↗Proceedings of the Natural Legal Language Processing Workshop 2021 · no summary yetIngo Glaser, Sebastian Moser, Florian Matthes2021 · 20 citations
4. NLP for Consumer Protection: Battling Illegal Clauses in German Terms and Conditions in Online Shopping ↗Proceedings of the 1st Workshop on NLP for Positive Impact · no summary yetDaniel Braun, Florian Matthes2021 · 15 citations
5. SimpleNLG-DE: Adapting SimpleNLG 4 to German ↗Proceedings of the 12th International Conference on Natural Language Generation · no summary yetDaniel Braun et al.2019 · 15 citations
6. Clause Topic Classification in German and English Standard Form Contracts ↗Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) · no summary yetDaniel Braun, Florian Matthes2022 · 11 citations
7. Multi-Task Deep Learning for Legal Document Translation, Summarization and Multi-Label Classification ↗arXiv:1810.07513 · no summary yetAhmed Elnaggar et al.2018 · 9 citations
8. SaToS: Assessing and Summarising Terms of Services from German Webshops ↗Proceedings of the 10th International Conference on Natural Language Generation · no summary yetDaniel Braun et al.2017 · 9 citations
9. AGB-DE: A Corpus for the Automated Legal Assessment of Clauses in German Consumer Contracts ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetDaniel Braun, Florian Matthes2024 · 7 citations
10. On the Impact of Noise in Differentially Private Text Rewriting ↗Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yetStephen Meisenbacher, Maulik Chevli, Florian Matthes2025 · 6 citations
11. Spend Your Budget Wisely: Towards an Intelligent Distribution of the Privacy Budget in Differentially Private Text Rewriting ↗arXiv:2503.22379 · no summary yetStephen Meisenbacher; Chaeeun Joy Lee;, Florian Matthes2025 · 3 citations
12. Structured Extraction of Terms and Conditions from German and English Online Shops ↗Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) · no summary yetTobias Schamel, Daniel Braun, Florian Matthes2022 · 3 citations
13. Named-Entity Linking Using Deep Learning For Legal Documents: A Transfer Learning Approach ↗arXiv:1810.06673 · no summary yetAhmed Elnaggar, Robin Otto, Florian Matthes2018 · 3 citations
14. Real-Time Generation of Game Video Commentary with Multimodal LLMs: Pause-Aware Decoding Approaches ↗Proceedings of the Fifteenth Language Resources and Evaluation Conference · no summary yetAnum Afzal et al.2026 · 2 citations
15. An Improved Method for Class-specific Keyword Extraction: A Case Study in the German Business Registry ↗Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024) · no summary yetStephen Meisenbacher et al.2024 · 2 citations
16. Generation of Legal Norm Chains: Extracting the Most Relevant Norms from Court Rulings ↗JURIX 2021 — Legal Knowledge and Information Systems (IOS Press, FAIA) · no summary yetIngo Glaser, Sebastian Moser, Florian Matthes2021 · 2 citations
17. LLMs for Legal Subsumption in German Employment Contracts ↗arXiv:2507.01734 · no summary yetOliver Wardas, Florian Matthes2025 · 1 citation
18. A Systematic Exploration of Text Decomposition and Budget Distribution in Differentially Private Text ObfuscationWorkshop on Privacy in Natural Language ProcessingStephen Meisenbacher, Angelo Kleinert, Florian Matthes2026
19. sebis at CRF Filling 2026: A Two-Stage Local LLM Pipeline for Medical CRF FillingWorkshop on Patient-Oriented Language Processing @ LRECKatharina Sommer, Tristan Till, Florian Matthes2026
20. sebis at ArchEHR-QA 2026: How Much Can You Do Locally? Evaluating Grounded EHR QA on a Single Notebook ↗Proceedings of the Third Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC 2026 · no summary yetIbrahim Ebrar Yurt et al.2026
21. MucLex: A German Lexicon for Surface Realisation ↗Proceedings of the Twelfth Language Resources and Evaluation Conference · no summary yetKira Klimt et al.2020

🤝 Co-authors here

1 co-author with a page, the most papers together first.

• Stephen Meisenbacher

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Workshop on Patient-Oriented Language Processing @ LREC ×2: Workshop on Patient-Oriented Language Processing @ LREC 2026
• Proceedings of the 10th International Conference on Natural Language Generation ×2
• Proceedings of the Fifteenth Language Resources and Evaluation Conference ×2
• Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) ×2
• Workshop on Privacy in Natural Language Processing: Workshop on Privacy in Natural Language Processing 2026
• Findings of the Association for Computational Linguistics: ACL 2024
• Findings of the Association for Computational Linguistics: NAACL 2025
• JURIX 2021 — Legal Knowledge and Information Systems (IOS Press, FAIA)
• Proceedings of the 1st Workshop on NLP for Positive Impact
• Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024)
• Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
• Proceedings of the Natural Legal Language Processing Workshop 2021

🔗 Cited by

Papers of our library cite their works 68 times (of the 149,439 papers whose bibliographies we read); 10 citing papers with a page here →.

Updated 1 November 2026

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