Florian Matthes

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 272

Top Venues

Publications

Burak Öz, Jonas Gebele, Parshant Singh, Filip Rezabek, Florian Matthes
Playing the MEV Game on a First-Come-First-Served Blockchain. CoRR (2024)
Juraj Vladika, Stephen Meisenbacher, Martina Preis, Alexandra Klymenko, Florian Matthes
Towards A Structured Overview of Use Cases for Natural Language Processing in the Legal Domain: A German Perspective. AMCIS (2024)
Milena Zahn, Tobias Müller, Florian Matthes
Supporting Managerial Decision-Making for Federated Machine Learning: Design of a Technology Selection Tool. HICSS (2024)
Franziska Tobisch, Johannes Schmidt, Florian Matthes
Investigating Communities of Practice in Large-Scale Agile Software Development: An Interview Study. XP (2024)
Juraj Vladika, Stephen Meisenbacher, Martina Preis, Alexandra Klymenko, Florian Matthes
Towards A Structured Overview of Use Cases for Natural Language Processing in the Legal Domain: A German Perspective. CoRR (2024)
Stephen Meisenbacher, Tim Schopf, Weixin Yan, Patrick Holl, Florian Matthes
An Improved Method for Class-specific Keyword Extraction: A Case Study in the German Business Registry. CoRR (2024)
Stephen Meisenbacher, Florian Matthes
Just Rewrite It Again: A Post-Processing Method for Enhanced Semantic Similarity and Privacy Preservation of Differentially Private Rewritten Text. ARES (2024)
Stephen Meisenbacher, Florian Matthes
Just Rewrite It Again: A Post-Processing Method for Enhanced Semantic Similarity and Privacy Preservation of Differentially Private Rewritten Text. CoRR (2024)
Daniel Braun, Florian Matthes
AGB-DE: A Corpus for the Automated Legal Assessment of Clauses in German Consumer Contracts. ACL (1) (2024)
Anum Afzal, Tao Xiang, Florian Matthes
A Semi-Automatic Light-Weight Approach Towards Data Generation for a Domain-Specific FAQ Chatbot Using Human-in-the-Loop. ICAART (3) (2024)
Phillip Schneider, Wessel Poelman, Michael Rovatsos, Florian Matthes
Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components. CoRR (2024)
Tim Schopf, Florian Matthes
NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing. CoRR (2024)
Stephen Meisenbacher, Maulik Chevli, Florian Matthes
1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy. IWSPA@CODASPY (2024)
Juraj Vladika, Florian Matthes
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval. CoRR (2024)
Stephen Meisenbacher, Maulik Chevli, Florian Matthes
1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy. CoRR (2024)
Phillip Schneider, Tim Schopf, Juraj Vladika, Florian Matthes
Enterprise Use Cases Combining Knowledge Graphs and Natural Language Processing. CoRR (2024)
Juraj Vladika, Florian Matthes
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification. CoRR (2024)
Tobias Müller, Milena Zahn, Florian Matthes
Revealing the Impacting Factors for the Adoption of Federated Machine Learning in Organizations. HICSS (2024)
Franziska Tobisch, Karla Weigelt, Pascal Philipp, Florian Matthes
Investigating Effort Estimation in a Large-Scale Agile ERP Transformation Program. XP (2024)
Sascha Nägele, Nathalie Schenk, Nico Fechtner, Florian Matthes
Balancing Autonomy and Control: An Adaptive Approach for Security Governance in Large-Scale Agile Development. ICEIS (2) (2024)
Burak Öz, Danning Sui, Thomas Thiery, Florian Matthes
Who Wins Ethereum Block Building Auctions and Why? CoRR (2024)
Stephen Meisenbacher, Maulik Chevli, Juraj Vladika, Florian Matthes
DP-MLM: Differentially Private Text Rewriting Using Masked Language Models. ACL (Findings) (2024)
Phillip Schneider, Manuel Klettner, Elena Simperl, Florian Matthes
A Comparative Analysis of Conversational Large Language Models in Knowledge-Based Text Generation. EACL (2) (2024)
Stephen Meisenbacher, Maulik Chevli, Florian Matthes
A Collocation-based Method for Addressing Challenges in Word-level Metric Differential Privacy. CoRR (2024)
Stephen Meisenbacher, Maulik Chevli, Juraj Vladika, Florian Matthes
DP-MLM: Differentially Private Text Rewriting Using Masked Language Models. CoRR (2024)
Stephen Meisenbacher, Alexandra Klymenko, Patrick Gage Kelley, Sai Teja Peddinti, Kurt Thomas, Florian Matthes
Privacy Risks of General-Purpose AI Systems: A Foundation for Investigating Practitioner Perspectives. CoRR (2024)
Juraj Vladika, Phillip Schneider, Florian Matthes
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking. LREC/COLING (2024)
Juraj Vladika, Phillip Schneider, Florian Matthes
MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering. ACL (Findings) (2024)
Juraj Vladika, Alexander Fichtl, Florian Matthes
Diversifying Knowledge Enhancement of Biomedical Language Models Using Adapter Modules and Knowledge Graphs. ICAART (2) (2024)
Anum Afzal, Alexander Kowsik, Rajna Fani, Florian Matthes
Towards Optimizing and Evaluating a Retrieval Augmented QA Chatbot using LLMs with Human in the Loop. CoRR (2024)
Daniel Braun, Florian Matthes
AGB-DE: A Corpus for the Automated Legal Assessment of Clauses in German Consumer Contracts. CoRR (2024)
Phillip Schneider, Manuel Klettner, Kristiina Jokinen, Elena Simperl, Florian Matthes
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs. ICAART (3) (2024)
Sascha Nägele, Jan-Philipp Watzelt, Florian Matthes
Assessing Team Security Maturity in Large-Scale Agile Development. HICSS (2024)
Alexandra Klymenko, Stephen Meisenbacher, Ali Asaf Polat, Florian Matthes
Breaking Down Privacy by Design: A Threefold Perspective. AMCIS (2024)
Phillip Schneider, Manuel Klettner, Kristiina Jokinen, Elena Simperl, Florian Matthes
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs. CoRR (2024)
Stephen Meisenbacher, Nihildev Nandakumar, Alexandra Klymenko, Florian Matthes
A Comparative Analysis of Word-Level Metric Differential Privacy: Benchmarking The Privacy-Utility Trade-off. CoRR (2024)
Stephen Joseph Meisenbacher, Nihildev Nandakumar, Alexandra Klymenko, Florian Matthes
A Comparative Analysis of Word-Level Metric Differential Privacy: Benchmarking the Privacy-Utility Trade-off. LREC/COLING (2024)
Anum Afzal, Ribin Chalumattu, Florian Matthes, Laura Mascarell
AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization. CoRR (2024)
Juraj Vladika, Phillip Schneider, Florian Matthes
MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering. CoRR (2024)
Felix Hoops, Florian Matthes
A Universal System for OpenID Connect Sign-ins with Verifiable Credentials and Cross-Device Flow. CoRR (2024)
Phillip Schneider, Manuel Klettner, Elena Simperl, Florian Matthes
A Comparative Analysis of Conversational Large Language Models in Knowledge-Based Text Generation. CoRR (2024)
Alexandra Klymenko, Stephen Meisenbacher, Luca Favaro, Florian Matthes
On the Integration of Privacy-Enhancing Technologies in the Process of Software Engineering. ICEIS (2) (2024)
Burak Öz, Filip Rezabek, Jonas Gebele, Felix Hoops, Florian Matthes
A Study of MEV Extraction Techniques on a First-Come-First-Served Blockchain. SAC (2024)
Juraj Vladika, Florian Matthes
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification. EACL (1) (2024)
Peter Kuhn, Giulia Maragno, Dian Balta, Luca Gastaldi, Florian Matthes
Government as a Platform in Practice: Commonalities and Differences Across Three European Countries. EGOV (2023)
Oleksandra Klymenko, Stephen Meisenbacher, Florian Matthes
Identifying Practical Challenges in the Implementation of Technical Measures for Data Privacy Compliance. CoRR (2023)
Tim Schopf, Nektarios Machner, Florian Matthes
A Knowledge Graph Approach for Exploratory Search in Research Institutions. KMIS (2023)
Tobias Müller, Milena Zahn, Florian Matthes
A Process Model for the Practical Adoption of Federated Machine Learning. AMCIS (2023)
Tim Schopf, Karim Arabi, Florian Matthes
Exploring the Landscape of Natural Language Processing Research. RANLP (2023)
Juraj Vladika, Alexander Fichtl, Florian Matthes
Diversifying Knowledge Enhancement of Biomedical Language Models using Adapter Modules and Knowledge Graphs. CoRR (2023)
Juraj Vladika, Florian Matthes
Scientific Fact-Checking: A Survey of Resources and Approaches. ACL (Findings) (2023)
Phillip Schneider, Anum Afzal, Juraj Vladika, Daniel Braun, Florian Matthes
Investigating Conversational Search Behavior For Domain Exploration. CoRR (2023)
Juraj Vladika, Florian Matthes
Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial Reports. CoRR (2023)
Tim Schopf, Dennis Schneider, Florian Matthes
Efficient Domain Adaptation of Sentence Embeddings using Adapters. CoRR (2023)
Tobias Müller, Maximilian Stäbler, Hugo Gascón, Frank Köster, Florian Matthes
SoK: Assessing the State of Applied Federated Machine Learning. CoRR (2023)
Alexandra Klymenko, Stephen Meisenbacher, Florian Messmer, Florian Matthes
Privacy-Enhancing Technologies in the Process of Data Privacy Compliance: An Educational Perspective. CIISR@Wirtschaftsinformatik (2023)
Anum Afzal, Juraj Vladika, Daniel Braun, Florian Matthes
Challenges in Domain-Specific Abstractive Summarization and How to Overcome Them. ICAART (3) (2023)
Burak Öz, Jonas Gebele, Filip Rezabek, Felix Hoops, Florian Matthes
A First Study of MEV on an Up-and-Coming Blockchain: Algorand. CoRR (2023)
Tobias Müller, Milena Zahn, Florian Matthes
Unlocking the Potential of Collaborative AI - On the Socio-technical Challenges of Federated Machine Learning. CoRR (2023)
Gonzalo Munilla Garrido, Xiaoyuan Liu, Florian Matthes, Dawn Song
Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry. Proc. Priv. Enhancing Technol. 2023 (2) (2023)
Pascal Philipp, Franziska Tobisch, Leon Menzel, Florian Matthes
A Method for Metric Management at a Large-Scale Agile Software Development Organization. IWSM-Mensura (2023)
Anum Afzal, Juraj Vladika, Daniel Braun, Florian Matthes
Challenges in Domain-Specific Abstractive Summarization and How to Overcome them. CoRR (2023)
Tim Schopf, Karim Arabi, Florian Matthes
Exploring the Landscape of Natural Language Processing Research. CoRR (2023)
Felix Hoops, Alexander Mühle, Florian Matthes, Christoph Meinel
A Taxonomy of Decentralized Identifier Methods for Practitioners. CoRR (2023)
Burak Öz, Benjamin Kraner, Nicoló Vallarano, Bingle Stegmann Kruger, Florian Matthes, Claudio Juan Tessone
Time Moves Faster When There is Nothing You Anticipate: The Role of Time in MEV Rewards. CoRR (2023)
Juraj Vladika, Phillip Schneider, Florian Matthes
HealthFC: A Dataset of Health Claims for Evidence-Based Medical Fact-Checking. CoRR (2023)
Tim Schopf, Emanuel Gerber, Malte Ostendorff, Florian Matthes
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity using Contrastive Learning and Structured Knowledge. CoRR (2023)
Tobias Müller, Milena Zahn, Florian Matthes
A Pathway for the Practical Adoption of Federated Machine Learning Projects. PACIS (2023)
Burak Öz, Benjamin Kraner, Nicoló Vallarano, Bingle Stegmann Kruger, Florian Matthes, Claudio Juan Tessone
Time Moves Faster When There is Nothing You Anticipate: The Role of Time in MEV Rewards. DeFi@CCS (2023)
Tobias Müller, Milena Zahn, Florian Matthes
Unlocking the Potential of Collaborative AI - On the Socio-Technical Challenges of Federated Machine Learning. ECIS (2023)
Juraj Vladika, Florian Matthes
Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial Reports. SemEval@ACL (2023)
Phillip Schneider, Nils Rehtanz, Kristiina Jokinen, Florian Matthes
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory Search. CoRR (2023)
Tim Schopf, Dennis N. Schneider, Florian Matthes
Efficient Domain Adaptation of Sentence Embeddings Using Adapters. RANLP (2023)
Tim Schopf, Nektrios Machner, Florian Matthes
A Knowledge Graph Approach for Exploratory Search in Research Institutions. CoRR (2023)
Phillip Schneider, Nils Rehtanz, Kristiina Jokinen, Florian Matthes
Voice-Based Conversational Agents and Knowledge Graphs for Improving News Search in Assisted Living. CoRR (2023)
Juraj Vladika, Florian Matthes
Scientific Fact-Checking: A Survey of Resources and Approaches. CoRR (2023)
Phillip Schneider, Anum Afzal, Juraj Vladika, Daniel Braun, Florian Matthes
Investigating Conversational Search Behavior for Domain Exploration. ECIR (2) (2023)
Phillip Schneider, Nils Rehtanz, Kristiina Jokinen, Florian Matthes
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory Search. PACLIC (2023)
Peter Kuhn, Liudmila Zavolokina, Dian Balta, Florian Matthes
Toward Government as a Platform: An Analysis Method for Public Sector Infrastructure. Wirtschaftsinformatik (2023)
Alexandra Klymenko, Stephen Meisenbacher, Florian Matthes
The Structure of Data Privacy Compliance. CIISR@Wirtschaftsinformatik (2023)
Sascha Nägele, Lorena Korn, Florian Matthes
Adoption of Information Security Practices in Large-Scale Agile Software Development: A Case Study in the Finance Industry. ARES (2023)
Tim Schopf, Emanuel Gerber, Malte Ostendorff, Florian Matthes
AspectCSE: Sentence Embeddings for Aspect-Based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge. RANLP (2023)
Felix Hoops, Alexander Mühle, Florian Matthes, Christoph Meinel
A Taxonomy of Decentralized Identifier Methods for Practitioners. DAPPS (2023)
Tobias Müller, Milena Zahn, Florian Matthes
On the Adoption of Federated Machine Learning: Roles, Activities and Process Life Cycle. ICEIS (1) (2023)
Phillip Schneider, Nils Rehtanz, Kristiina Jokinen, Florian Matthes
Voice-Based Conversational Agents and Knowledge Graphs for Improving News Search in Assisted Living. PETRA (2023)
Sascha Nägele, Nathalie Schenk, Florian Matthes
The Current State of Security Governance and Compliance in Large-Scale Agile Development: A Systematic Literature Review and Interview Study. CBI (2023)
Tri Huynh, Selin Erdem, Felix Martin Eckert, Florian Matthes
Acadela: A Domain-Specific Language for Modeling Clinical Pathways. ICSOFT (2023)
Oleksandra Klymenko, Stephen Meisenbacher, Florian Matthes
Identifying Practical Challenges in the Implementation of Technical Measures for Data Privacy Compliance. AMCIS (2023)
Tim Schopf, Peter Weinberger, Thomas Kinkeldei, Florian Matthes
Towards Bilingual Word Embedding Models for Engineering: Evaluating Semantic Linking Capabilities of Engineering-Specific Word Embeddings Across Languages. MSIE (2022)
Juraj Vladika, Stephen Meisenbacher, Florian Matthes
TUM sebis at GermEval 2022: A Hybrid Model Leveraging Gaussian Processes and Fine-Tuned XLM-RoBERTa for German Text Complexity Analysis. GermEval@KONVENS (2022)
Tim Schopf, Simon Klimek, Florian Matthes
PatternRank: Leveraging Pretrained Language Models and Part of Speech for Unsupervised Keyphrase Extraction. CoRR (2022)
Pascal Philipp, Franziska Tobisch, Leon Menzel, Florian Matthes
Toward a Metric Catalog for Large-Scale Agile Development. AMCIS (2022)
Gloria Bondel, Arif Cerit, Florian Matthes
Challenges of API Documentation from a Provider Perspective and Best Practices for Examples in Public Web API Documentation. ICEIS (2) (2022)
Phillip Schneider, Tim Schopf, Juraj Vladika, Michael Galkin, Elena Simperl, Florian Matthes
A Decade of Knowledge Graphs in Natural Language Processing: A Survey. AACL/IJCNLP (1) (2022)
Tim Schopf, Daniel Braun, Florian Matthes
Lbl2Vec: An Embedding-Based Approach for Unsupervised Document Retrieval on Predefined Topics. CoRR (2022)
Sascha Nägele, Jan-Philipp Watzelt, Florian Matthes
Investigating the Current State of Security in Large-Scale Agile Development. XP (2022)
Tim Schopf, Kilian Dresse, Florian Matthes
Towards AI Platforms for Stationary Retail. AI4I (2022)
Florian Matthes, Jan Mendling, Stefanie Rinderle-Ma
Preface to the EDOC 2016 Special Issue. Inf. Syst. 108 (2022)
Gonzalo Munilla Garrido, Xiaoyuan Liu, Florian Matthes, Dawn Song
Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry. CoRR (2022)
Oleksandra Klymenko, Oleksandr Kosenkov, Stephen Meisenbacher, Parisa Elahidoost, Daniel Méndez, Florian Matthes
Understanding the Implementation of Technical Measures in the Process of Data Privacy Compliance: A Qualitative Study. ESEM (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Florian Matthes