Florian Matthes
Professor
Researches natural language processing for medical, legal and enterprise applications and software architecture for business information systems.
Florian Matthes's lab at TUM works on accelerators, chips & architecture. 130 papers since 2023, 9 at top venues, mostly Findings of ACL and ACL. 64 alumni.
At a glance
- papers, 2023–2026
- 34/ year
- at T1 venues
- 7%
- PhD students
- 0
- MS students
- 0
- alumni listed
- 64
Papers by yearfrom the lab homepage and DBLP, 2023–2026
- 15 papers2026 · T1 1 · collecting
- 41 papers2025 · T1 5
- 44 papers2024 · T1 3
- 30 papers2023 · T1 0
T1 venuesOtherVenues: Findings of ACL, ACL, EACL, EMNLP, Findings of NAACL
Research focuspaper titles that use each topic's words
- legal7 papers
- Accelerators, chips & architecture1 paper
- business1 paper
- information systems0 papers
- researches natural0 papers
Paper list
From the lab homepage and DBLP.
202615 papers
- IWSPA@CODASPYA Case Study on the Impact of Anonymization Along the RAG Pipeline (opens in a new tab)
- EACLBeyond Grid Search: Leveraging Bayesian Optimization for Accelerating RAG Pipeline Optimization (opens in a new tab)
- SIGMETRICSCross-Chain Arbitrage: The Next Frontier of MEV in Decentralized Finance (opens in a new tab)
- ARESImproving the Utility, Privacy, and Human Acceptance of Differentially Private Rewritten Texts (opens in a new tab)
- —LLMs for Clause Rectification in German Employment Contracts (opens in a new tab)
- —Privacy Starts with UI: Privacy Patterns and Designer Perspectives in UI/UX Practice (opens in a new tab)
- LRECReal-Time Generation of Game Video Commentary with Multimodal LLMs: Pause-Aware Decoding Approaches (opens in a new tab)
- —sebis at ArchEHR-QA 2026: How Much Can You Do Locally? Evaluating Grounded EHR QA on a Single Notebook (opens in a new tab)
- —sebis at CRF Filling 2026: A Two-Stage Local LLM Pipeline for Medical CRF Filling (opens in a new tab)
- SaTMLSoK: Privacy Risks and Mitigations in Retrieval-Augmented Generation Systems (opens in a new tab)
- SACSupporting Agility at Scale Through an Organization-wide Software Engineering Community of Practice: Insights from a Large Software Development Organization (opens in a new tab)
- ACL (T1)Text2Tabular – Reconstructing Tabular Research Data from Scientific Publications (opens in a new tab)
202541 papers
- —“Do We Call Them That? Absolutely Not.”: Juxtaposing the Academic and Practical Understanding of Privacy-Enhancing Technologies (opens in a new tab)
- SOUPS"We are not Future-ready": Understanding AI Privacy Risks and Existing Mitigation Strategies from the Perspective of AI Developers in Europe (opens in a new tab)
- HICSSA Systematic Analysis of Data Protection Regulations (opens in a new tab)
- —AI-assisted German Employment Contract Review: A Benchmark Dataset (opens in a new tab)
- RANLPCandidate Profile Summarization- A RAG Approach with Synthetic Data Generation for Tech Jobs (opens in a new tab)
- COLING (T1)CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding (opens in a new tab)
- —Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge (opens in a new tab)
- EMNLP (T1)DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning (opens in a new tab)
- —Development and Validation of a Fact-Checking Algorithm to Enhance the Explainability of a Retrieval-Augmented Generation-Based Large Language Model for Radio-Oncological Clinical Questions (opens in a new tab)
- KDIRExploring Customer Service Agent Preferences for Conversational and Keyword-Based Information Retrieval (opens in a new tab)
- ICNLSPFActBench: A Benchmark for Fine-grained Automatic Evaluation of LLM-Generated Text in the Medical Domain (opens in a new tab)
- Findings of EMNLPFacts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models (opens in a new tab)
202444 papers
- IWSPA@CODASPY1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy (opens in a new tab)
- —A Collocation-based Method for Addressing Challenges in Word-level Metric Differential Privacy (opens in a new tab)
- EACLA Comparative Analysis of Conversational Large Language Models in Knowledge-Based Text Generation (opens in a new tab)
- LREC/COLINGA Comparative Analysis of Word-Level Metric Differential Privacy: Benchmarking the Privacy-Utility Trade-off (opens in a new tab)
- —A Decentralized Identity Bridge for Usable Blockchain-backed Self-Sovereign Identity (opens in a new tab)
- DAPPSA Middleware Architecture for Self-Sovereign Identity Authentication and Authorization (opens in a new tab)
- ICAARTA Semi-Automatic light-weight Approach towards Data Generation for a Domain-Specific FAQ chatbot using Human-in-the-Loop (opens in a new tab)
- SACA Study of MEV Extraction Techniques on a First-Come-First-Served Blockchain (opens in a new tab)
- ICBCA Universal System for OpenID Connect Sign-ins with Verifiable Credentials and Cross-Device Flow (opens in a new tab)
- ACL (T1)AGB-DE: A Corpus for the Automated Legal Assessment of Clauses in German Consumer Contracts (opens in a new tab)
- KONVENSAn Improved Method for Class-specific Keyword Extraction: A Case Study in the German Business Registry (opens in a new tab)
- HICSSAssessing Team Security Maturity in Large-Scale Agile Development (opens in a new tab)
202330 papers
- KMISA Knowledge Graph Approach for Exploratory Search in Research Institutions (opens in a new tab)
- IWSM-MensuraA Method for Metric Management at a Large-Scale Agile Software Development Organization (opens in a new tab)
- PACISA Pathway for the Practical Adoption of Federated Machine Learning Projects (opens in a new tab)
- AMCISA Process Model for the Practical Adoption of Federated Machine Learning (opens in a new tab)
- DAPPSA Taxonomy of Decentralized Identifier Methods for Practitioners (opens in a new tab)
- ICSOFTAcadela: A Domain-Specific Language for Modeling Clinical Pathways (opens in a new tab)
- ARESAdoption of Information Security Practices in Large-Scale Agile Software Development - A Case Study in the Finance Industry (opens in a new tab)
- RANLPAspectCSE - Sentence Embeddings for Aspect-Based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge (opens in a new tab)
- ICAARTChallenges in Domain-Specific Abstractive Summarization and How to Overcome Them. (opens in a new tab)
- —Detecting ChatGPT - A Survey of the State of Detecting ChatGPT-Generated Text (opens in a new tab)
- RANLPEfficient Domain Adaptation of Sentence Embeddings Using Adapters (opens in a new tab)
- —Evaluating Unsupervised Text Classification - Zero-shot and Similarity-based Approaches (opens in a new tab)
Where alumni went64 listed
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Computer Science Doctorate (CIT)
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- Opens
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- English
- Very good written and spoken English; no minimum test score
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