---
title: "Florian Matthes — author profile and papers — Elamur Research"
description: "Florian Matthes, Technical University of Munich: 3 papers on Elamur Research (2026), h-index 35 — affiliations, topics, co-authors and who…"
canonical: "https://research.elamur.ai/free/en/authors/florian-matthes/"
---
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# Florian Matthes

Florian Matthes has 3 papers in our library, in 2026, most of them on [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/); often with [Stephen Meisenbacher](https://md.research.elamur.ai/free/en/authors/stephen-meisenbacher/).

3 papers in our library · 2026

[OpenAlex](https://openalex.org/A5022973212) · [ORCID](https://orcid.org/0000-0002-6667-5452) · [**h-index 35**](https://openalex.org/authors/A5022973212) · [567 works](https://openalex.org/works?filter=author.id:A5022973212) · [6,092 citations](https://openalex.org/works?filter=author.id:A5022973212&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/florian-matthes/#papers) · [🔗 Cited 68 times in our library](https://md.research.elamur.ai/free/en/authors/florian-matthes/cited-by/) · [18 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #13312](https://md.research.elamur.ai/free/en/paper-stars/page/134/#star-13312)

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Florian+Matthes) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Florian+Matthes) · [dblp](https://dblp.org/search?q=Florian+Matthes) · [ACL Anthology](https://aclanthology.org/search/?q=Florian+Matthes)

## Affiliations

[🎓**Technical University of Munich** Munich · Germany 2002–2026 · 386 papersEmployment since 2002 · Full Professor, Informatics*current*](https://md.research.elamur.ai/free/en/universities/technical-university-of-munich/) · [🎓**Universität Hamburg** Hamburg · Germany 1990–1997 · 31 papers](https://md.research.elamur.ai/free/en/universities/universitat-hamburg/) · [🎓**Hamburg University of Technology** Hamburg · Germany 1994–2001 · 30 papers](https://ror.org/04bs1pb34) · [🎓**Information Technology University** Lahore · Pakistan 2016 · 6 papers](https://ror.org/00ngv8j44)

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.

📚 Shelves 10 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Biochemistry, Genetics and Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Health Information Management · 1 work](https://md.research.elamur.ai/free/en/shelves/health-professions/health-information-management/) · [Health Professions · 1 work](https://md.research.elamur.ai/free/en/shelves/health-professions/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/)

🧭 Topics 1 Research subjects and languages the work is about.[Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/)

## Works by year

### 2020s

[**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/florian-matthes/year/2026/)

## Papers

The most cited first (OpenAlex and our library).

1. **[A Systematic Exploration of Text Decomposition and Budget Distribution in Differentially Private Text Obfuscation](https://md.research.elamur.ai/free/en/papers/meisenbacher-2026-systematic-exploration-text-decomposition-budget/)** *(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 ArchEHR-QA 2026: How Much Can You Do Locally? Evaluating Grounded EHR QA on a Single Notebook](https://md.research.elamur.ai/free/en/papers/yurt-2026-sebis-archehr-qa-2026-how/)** *(2026)* Hospitals often cannot send patient records to cloud LLM services because of privacy rules such as HIPAA and GDPR, and many lack the infrastructure to host large models.
3. **[sebis at CRF Filling 2026: A Two-Stage Local LLM Pipeline for Medical CRF Filling](https://md.research.elamur.ai/free/en/papers/sommer-2026-sebis-crf-filling-2026-two/)** *(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; 3 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 ↗](https://arxiv.org/abs/2104.02443) arXiv (Cornell University) · no summary yet**Ahmed Elnaggar et al.*2021 · 26 citations*
2. **[DP-MLM: Differentially Private Text Rewriting Using Masked Language Models ↗](https://aclanthology.org/2024.findings-acl.554/) Findings of the Association for Computational Linguistics: ACL 2024 · no summary yet**Stephen Meisenbacher et al.*2024 · 23 citations*
3. **[Summarization of German Court Rulings ↗](https://aclanthology.org/2021.nllp-1.19/) Proceedings of the Natural Legal Language Processing Workshop 2021 · no summary yet**Ingo Glaser, Sebastian Moser, Florian Matthes*2021 · 20 citations*
4. **[NLP for Consumer Protection: Battling Illegal Clauses in German Terms and Conditions in Online Shopping ↗](https://aclanthology.org/2021.nlp4posimpact-1.10/) Proceedings of the 1st Workshop on NLP for Positive Impact · no summary yet**Daniel Braun, Florian Matthes*2021 · 15 citations*
5. **[SimpleNLG-DE: Adapting SimpleNLG 4 to German ↗](https://aclanthology.org/W19-8651/) Proceedings of the 12th International Conference on Natural Language Generation · no summary yet**Daniel Braun et al.*2019 · 15 citations*
6. **[Clause Topic Classification in German and English Standard Form Contracts ↗](https://aclanthology.org/2022.ecnlp-1.23/) Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) · no summary yet**Daniel Braun, Florian Matthes*2022 · 11 citations*
7. **[Multi-Task Deep Learning for Legal Document Translation, Summarization and Multi-Label Classification ↗](https://arxiv.org/abs/1810.07513) arXiv:1810.07513 · no summary yet**Ahmed Elnaggar et al.*2018 · 9 citations*
8. **[SaToS: Assessing and Summarising Terms of Services from German Webshops ↗](https://aclanthology.org/W17-3534/) Proceedings of the 10th International Conference on Natural Language Generation · no summary yet**Daniel Braun et al.*2017 · 9 citations*
9. **[AGB-DE: A Corpus for the Automated Legal Assessment of Clauses in German Consumer Contracts ↗](https://aclanthology.org/2024.acl-long.559/) Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Daniel Braun, Florian Matthes*2024 · 7 citations*
10. **[On the Impact of Noise in Differentially Private Text Rewriting ↗](https://aclanthology.org/2025.findings-naacl.32/) Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yet**Stephen Meisenbacher, Maulik Chevli, Florian Matthes*2025 · 6 citations*
11. **[Spend Your Budget Wisely: Towards an Intelligent Distribution of the Privacy Budget in Differentially Private Text Rewriting ↗](https://arxiv.org/abs/2503.22379) arXiv:2503.22379 · no summary yet**Stephen Meisenbacher; Chaeeun Joy Lee;, Florian Matthes*2025 · 3 citations*
12. **[Structured Extraction of Terms and Conditions from German and English Online Shops ↗](https://aclanthology.org/2022.ecnlp-1.21/) Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) · no summary yet**Tobias Schamel, Daniel Braun, Florian Matthes*2022 · 3 citations*
13. **[Named-Entity Linking Using Deep Learning For Legal Documents: A Transfer Learning Approach ↗](https://arxiv.org/abs/1810.06673) arXiv:1810.06673 · no summary yet**Ahmed Elnaggar, Robin Otto, Florian Matthes*2018 · 3 citations*
14. **[Real-Time Generation of Game Video Commentary with Multimodal LLMs: Pause-Aware Decoding Approaches ↗](https://aclanthology.org/2026.lrec-1.722/) Proceedings of the Fifteenth Language Resources and Evaluation Conference · no summary yet**Anum Afzal et al.*2026 · 2 citations*
15. **[An Improved Method for Class-specific Keyword Extraction: A Case Study in the German Business Registry ↗](https://aclanthology.org/2024.konvens-main.18/) Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024) · no summary yet**Stephen Meisenbacher et al.*2024 · 2 citations*
16. **[Generation of Legal Norm Chains: Extracting the Most Relevant Norms from Court Rulings ↗](https://doi.org/10.3233/faia210315) JURIX 2021 — Legal Knowledge and Information Systems (IOS Press, FAIA) · no summary yet**Ingo Glaser, Sebastian Moser, Florian Matthes*2021 · 2 citations*
17. **[LLMs for Legal Subsumption in German Employment Contracts ↗](https://arxiv.org/abs/2507.01734) arXiv:2507.01734 · no summary yet**Oliver Wardas, Florian Matthes*2025 · 1 citation*
18. **[A Systematic Exploration of Text Decomposition and Budget Distribution in Differentially Private Text Obfuscation](https://md.research.elamur.ai/free/en/papers/meisenbacher-2026-systematic-exploration-text-decomposition-budget/) [Workshop on Privacy in Natural Language Processing](https://md.research.elamur.ai/free/en/venues/privatenlp/)**Stephen Meisenbacher, Angelo Kleinert, Florian Matthes*2026*
19. **[sebis at ArchEHR-QA 2026: How Much Can You Do Locally? Evaluating Grounded EHR QA on a Single Notebook](https://md.research.elamur.ai/free/en/papers/yurt-2026-sebis-archehr-qa-2026-how/) [Workshop on Patient-Oriented Language Processing @ LREC](https://md.research.elamur.ai/free/en/venues/cl4health/)**Ibrahim Ebrar Yurt, Fabian Tobias Karl, Tejaswi Choppa, et al.*2026*
20. **[sebis at CRF Filling 2026: A Two-Stage Local LLM Pipeline for Medical CRF Filling](https://md.research.elamur.ai/free/en/papers/sommer-2026-sebis-crf-filling-2026-two/) [Workshop on Patient-Oriented Language Processing @ LREC](https://md.research.elamur.ai/free/en/venues/cl4health/)**Katharina Sommer, Tristan Till, Florian Matthes*2026*
21. **[MucLex: A German Lexicon for Surface Realisation ↗](https://aclanthology.org/2020.lrec-1.572/) Proceedings of the Twelfth Language Resources and Evaluation Conference · no summary yet**Kira Klimt et al.*2020*

## Co-authors here

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

- [Stephen Meisenbacher](https://md.research.elamur.ai/free/en/authors/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](https://md.research.elamur.ai/free/en/venues/cl4health/) ×2: [Workshop on Patient-Oriented Language Processing @ LREC 2026](https://md.research.elamur.ai/free/en/venues/cl4health/2026/) ×2
- 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](https://md.research.elamur.ai/free/en/venues/privatenlp/): [Workshop on Privacy in Natural Language Processing 2026](https://md.research.elamur.ai/free/en/venues/privatenlp/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 →](https://md.research.elamur.ai/free/en/authors/florian-matthes/cited-by/).

Updated 2 November 2026