Florian Matthes

Publikationen

Publikationen pro Jahr 1990 2018 2019 2020 2021 2022 2024 2025

• 286 Konferenzbeitrag
• 39 Konferenzartikel
• 29 Artikel
• 20 Papier
• 28 Mehr
  • 10 Leitartikel
  • 9 Kapitel
  • 3 Buch
  • 2 Poster
  • 2 Übersichtsartikel
  • 1 Kurzer Abriss
  • 1 Sonstiger Beitrag

Publikationen pro Jahr

Publikationen pro Jahr

Suchergebnisse

• 2025

  A Systematic Analysis of Data Protection Regulations

  Klymenko, A., Meisenbacher, S., Polat, A. A. & Matthes, F., 2025, Proceedings of the 58th Hawaii International Conference on System Sciences, HICSS 2025. Bui, T. X. (Hrsg.). IEEE Computer Society, S. 4450-4459 10 S. (Proceedings of the Annual Hawaii International Conference on System Sciences).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Data Analysis 100%
  • Protection Regulation 100%
  • Systematic Analysis 100%
  • Data Protection 100%
  • Comparative Analysis 100%

• CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding

  Kirmayr, J., Stappen, L., Schneider, P., Matthes, F. & André, E., 2025, Industry Track. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B., Schockaert, S., Darwish, K. & Agarwal, A. (Hrsg.). Association for Computational Linguistics (ACL), S. 343-357 15 S. (Proceedings - International Conference on Computational Linguistics, COLING).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Long-term Memory 100%
  • Voice Assistant 100%
  • Large Language Model 100%
  • Personalization 66%
  • User Preference 66%

• Fostering New Work Practices Through a Community of Practice A Case Study in a Large-Scale Software Development Organization

  Tobisch, F. & Matthes, F., 2025, Agile Processes in Software Engineering and Extreme Programming - 26th International Conference on Agile Software Development, XP 2025, Proceedings. Peter, S., Kropp, M., Aguiar, A., Anslow, C., Lunesu, M. I. & Pinna, A. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 116-126 11 S. (Lecture Notes in Business Information Processing; Band 545 LNBIP).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Autonomy 100%
  • Communities-Of-Practice 100%
  • Software Development 100%
  • Case Study 100%
  • New Work Practices 100%

• How Can CoPs in Scaled Agile Settings Look Like? Toward a Taxonomy for CoPs in Large-Scale Agile Software Development

  Tobisch, F., Schmidt, J. & Matthes, F., 2025, Proceedings of the 58th Hawaii International Conference on System Sciences, HICSS 2025. Bui, T. X. (Hrsg.). IEEE Computer Society, S. 7464-7473 10 S. (Proceedings of the Annual Hawaii International Conference on System Sciences).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Inter-team Collaboration 100%
  • Agile at Scale 100%
  • Business Customers 100%
  • Business Customer 100%

• Knowledge Sharing and Coordination in Large-Scale Agile Software Development – A Systematic Literature Review and an Interview Study

  Tobisch, F. & Matthes, F., 2025, Agile Processes in Software Engineering and Extreme Programming - 26th International Conference on Agile Software Development, XP 2025, Proceedings. Peter, S., Kropp, M., Aguiar, A., Anslow, C., Lunesu, M. I. & Pinna, A. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 81-99 19 S. (Lecture Notes in Business Information Processing; Band 545 LNBIP).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Team Organization 100%
  • Exchange Community 100%

• Lexical Substitution is not Synonym Substitution: On the Importance of Producing Contextually Relevant Word Substitutes

  Vladika, J., Meisenbacher, S. & Matthes, F., 2025, in: International Conference on Agents and Artificial Intelligence. 3, S. 1481-1488 8 S.

  Publikation: Beitrag in Fachzeitschrift › Konferenzartikel › Begutachtung

  Open Access

  • Task Performance 100%
  • Contextual Information 100%
  • Surrounding Context 100%
  • Quantitative Evaluation 100%
  • Pre-Trained Language Models 100%

• Toward Government as a Platform: An Analysis Method for Public Sector Infrastructure

  Kuhn, P., Zavolokina, L., Balta, D. & Matthes, F., 2025, Transforming the Digitally Sustainable Enterprise - Proceedings of the 18th International Conference on Wirtschaftsinformatik, 2023, Vol. 3. Beverungen, D., Lehrer, C. & Trier, M. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 339-354 16 S. (Lecture Notes in Information Systems and Organisation; Band 76).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Digital Transformation 100%
  • Dimensional Analysis 100%
  • Platform Orientation 20%

• Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data

  Afzal, A., Vladika, J., Fazlija, G., Staradubets, A. & Matthes, F., 13 Apr. 2025, NLPIR 2024 - 2024 8th International Conference on Natural Language Processing and Information Retrieval. Association for Computing Machinery, Inc, S. 250-257 8 S. (NLPIR 2024 - 2024 8th International Conference on Natural Language Processing and Information Retrieval).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Large Language Model 100%
  • Information Retrieval 100%
  • Academic Data 100%
  • Optimization Technique 12%
  • Open Source 12%
• 2024

  1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy

  Meisenbacher, S., Chevli, M. & Matthes, F., 21 Juni 2024, IWSPA 2024 - Proceedings of the 10th ACM International Workshop on Security and Privacy Analytics. Association for Computing Machinery, Inc, S. 23-33 11 S. (IWSPA 2024 - Proceedings of the 10th ACM International Workshop on Security and Privacy Analytics).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Differential Privacy 100%
  • Obfuscation 100%
  • Word-level 100%
  • Diffractor 100%
  • Natural Language Processing 75%
  2 Zitate (Scopus)

• A Collocation-based Method for Addressing Challenges in Word-level Metric Differential Privacy

  Meisenbacher, S., Chevli, M. & Matthes, F., 2024, PrivateNLP 2024 - 5th Workshop on Privacy in Natural Language Processing, Proceedings of the Workshop. Habernal, I., Ghanavati, S., Ravichander, A., Jain, V., Thaine, P., Igamberdiev, T., Mireshghallah, N. & Feyisetan, O. (Hrsg.). Association for Computational Linguistics (ACL), S. 39-51 13 S. (PrivateNLP 2024 - 5th Workshop on Privacy in Natural Language Processing, Proceedings of the Workshop).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Differential Privacy 100%
  • Collocation 100%
  • Word-level 100%
  • Word Embedding 100%
  • Natural Language Processing 100%

• A Comparative Analysis of Conversational Large Language Models in Knowledge-Based Text Generation

  Schneider, P., Klettner, M., Simperl, E. & Matthes, F., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Graham, Y., Purver, M. & Purver, M. (Hrsg.). Association for Computational Linguistics (ACL), S. 358-367 10 S. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference; Band 2).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Comparative Analysis 100%
  • Knowledge Base 100%
  • Text Generation 100%
  • Large Language Models 100%
  • Large Language Model 100%
  3 Zitate (Scopus)

• A Comparative Analysis of Word-Level Metric Differential Privacy: Benchmarking The Privacy-Utility Trade-off

  Meisenbacher, S., Nandakumar, N., Klymenko, A. & Matthes, F., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (Hrsg.). European Language Resources Association (ELRA), S. 174-185 12 S. (2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Comparative Analysis 100%
  • Differential Privacy 100%
  • Privacy-utility Tradeoff 100%
  • Word-level 100%
  • Benchmarking 100%
  6 Zitate (Scopus)

• AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization

  Afzal, A., Chalumattu, R., Matthes, F. & Mascarell, L., 2024, 1st Workshop on Customizable NLP: Progress and Challenges in Customizing NLP for a Domain, Application, Group, or Individual, CustomNLP4U 2024 - Proceedings of the Workshop. Kumar, S., Balachandran, V., Park, C. Y., Shi, W., Hayati, S. A., Tsvetkov, Y., Smith, N. A., Hajishirzi, H., Kang, D. & Jurgens, D. (Hrsg.). Association for Computational Linguistics (ACL), S. 76-85 10 S. (1st Workshop on Customizable NLP: Progress and Challenges in Customizing NLP for a Domain, Application, Group, or Individual, CustomNLP4U 2024 - Proceedings of the Workshop).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Domain Adaptation 100%
  • Large Language Models 100%
  • Text Summarization 100%
  • Large Language Model 100%
  • Contextual Learning 50%

• A Decentralized Identity Bridge for Usable Blockchain-backed Self-Sovereign Identity

  Hoops, F. & Matthes, F., 12 Jan. 2024.

  Publikation: Konferenzbeitrag › Poster › Begutachtung

  • Blockchain 100%
  • Identity Management 100%
  • Self-sovereign Identity 100%
  • Decentralized Identity 100%
  • Access Management 66%

• AGB-DE: A Corpus for the Automated Legal Assessment of Clauses in German Consumer Contracts

  Braun, D. & Matthes, F., 2024, Long Papers. Ku, L.-W., Martins, A. F. T. & Srikumar, V. (Hrsg.). Association for Computational Linguistics (ACL), S. 10389-10405 17 S. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; Band 1).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Language Model 100%
  • German Consumers 100%
  • Consumer Contracts 100%
  • Legal Assessment 100%
  • GPT-3.5 100%
  2 Zitate (Scopus)

• A Middleware Architecture for Self-Sovereign Identity Authentication and Authorization

  Hoops, F. & Matthes, F., 2024, Proceedings - 2024 IEEE International Conference on Decentralized Applications and Infrastructures, DAPPS 2024. Institute of Electrical and Electronics Engineers Inc., S. 79-85 7 S. (Proceedings - 2024 IEEE International Conference on Decentralized Applications and Infrastructures, DAPPS 2024).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Authentication 100%
  • Personal Information 100%
  • Application-Client 100%
  • Digital Identity 100%
  • Policy Language 100%

• An Improved Method for Class-specific Keyword Extraction: A Case Study in the German Business Registry

  Meisenbacher, S., Schopf, T., Yan, W., Holl, P. & Matthes, F., 2024, S. 159-165. 7 S.

  Publikation: Konferenzbeitrag › Papier › Begutachtung

  • Class-specific 100%
  • German Business 100%
  • Keyword Extraction 100%
  • Case Study 100%
  • Economic Sectors 25%

• An Improved Method for Class-specific Keyword Extraction: A Case Study in the German Business Registry

  Meisenbacher, S., Schopf, T., Yan, W., Holl, P. & Matthes, F., 21 Juli 2024, S. 159–165.

  Publikation: Konferenzbeitrag › Papier › Begutachtung

  • Class-specific 100%
  • German Business 100%
  • Keyword Extraction 100%
  • Case Study 100%
  • Economic Sectors 33%

• A Semi-Automatic Light-Weight Approach Towards Data Generation for a Domain-Specific FAQ Chatbot Using Human-in-the-Loop

  Afzal, A., Xiang, T. & Matthes, F., 2024, in: International Conference on Agents and Artificial Intelligence. 3, S. 42-49 8 S.

  Publikation: Beitrag in Fachzeitschrift › Konferenzartikel › Begutachtung

  Open Access

  • Training Data 100%
  • Human-in-the-loop 100%
  • Semi-automatic 100%
  • Chatbot 100%
  • Lightweight Methods 100%
  1 Zitat (Scopus)

• Assessing Team Security Maturity in Large-Scale Agile Development

  Nägele, S., Watzelt, J. P. & Matthes, F., 2024, Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024. Bui, T. X. (Hrsg.). IEEE Computer Society, S. 7259-7268 10 S. (Proceedings of the Annual Hawaii International Conference on System Sciences).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Agile Teams 100%
  • Large-scale Agile 100%
  • Security Maturity 100%
  • Agile Development 100%
  • Security Governance 100%
  2 Zitate (Scopus)

• A Study of MEV Extraction Techniques on a First-Come-First-Served Blockchain

  Öz, B., Rezabek, F., Gebele, J., Hoops, F. & Matthes, F., 8 Apr. 2024, 39th Annual ACM Symposium on Applied Computing, SAC 2024. Association for Computing Machinery, S. 288-297 10 S. (Proceedings of the ACM Symposium on Applied Computing).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Extraction Methods 100%
  • Blockchain 100%
  • Value Extraction 100%
  • First Come First Served 100%
  • Miner Extractable Value 100%
  1 Zitat (Scopus)

• A Universal System for OpenID Connect Sign-ins with Verifiable Credentials and Cross-Device Flow

  Hoops, F. & Matthes, F., 2024, 2024 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2024. Institute of Electrical and Electronics Engineers Inc., S. 296-298 3 S. (2024 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2024).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • OpenID Connect 100%
  • Self-sovereign Identity 100%
  • Universal System 100%
  • Cross-device 100%
  • Verifiable Credentials 100%
  1 Zitat (Scopus)

• Balancing Autonomy and Control: An Adaptive Approach for Security Governance in Large-Scale Agile Development

  Nägele, S., Schenk, N., Fechtner, N. & Matthes, F., 2024, Proceedings of the 26th International Conference on Enterprise Information Systems, ICEIS 2024. Filipe, J., Smialek, M., Brodsky, A. & Hammoudi, S. (Hrsg.). Science and Technology Publications, Lda, S. 17-28 12 S. (International Conference on Enterprise Information Systems, ICEIS - Proceedings; Band 2).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Adaptive Approach 100%
  • Large-scale Agile 100%
  • Team Autonomy 100%
  • Security Governance 100%
  • Agile Development 100%

• Breaking Down Privacy by Design: A Threefold Perspective

  Klymenko, A., Meisenbacher, S., Polat, A. A. & Matthes, F., 2024, 30th Americas Conference on Information Systems, AMCIS 2024. Association for Information Systems, (30th Americas Conference on Information Systems, AMCIS 2024).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Big Data 100%
  • Technical Aspect 100%
  • Processing Data 100%
  • Protection Regulation 100%
  • Enhancing Technology 100%

• Breaking Down Privacy by Design: A Threefold Perspective

  Klymenko, A., Meisenbacher, S., Polat, A. A. & Matthes, F., 2024, Proceedings of the 30th Annual Americas Conference on Information Systems, AMCIS 2024.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Big Data 100%
  • Technical Aspect 100%
  • Processing Data 100%
  • Protection Regulation 100%
  • Enhancing Technology 100%

• Bridging Information Gaps in Dialogues with Grounded Exchanges Using Knowledge Graphs

  Schneider, P., Machner, N., Jokinen, K. & Matthes, F., 2024, Proceedings of the 25th Annual Meeting of the Special Interest Group on Discourse and Dialogue. S. 110-120

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

• Comparing Knowledge Sources for Open-Domain Scientific Claim Verification

  Vladika, J. & Matthes, F., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Graham, Y., Purver, M. & Purver, M. (Hrsg.). Association for Computational Linguistics (ACL), S. 2103-2114 12 S. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference; Band 1).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • PubMed 100%
  • Wikipedia 100%
  • Scientific Claims 100%
  • Health Claims 100%
  • Relevant Evidence 100%
  4 Zitate (Scopus)

• Detecting Arbitrages on a First-Come-First-Served Blockchain

  Öz, B., Gebele, J. & Matthes, F., 12 Jan. 2024.

  Publikation: Konferenzbeitrag › Poster › Begutachtung

  • Blockchain 100%
  • First Come First Served 100%
  • Arbitrage 100%
  • First-Come-First-Served 100%
  • Arbitrage Opportunity 66%

• Diversifying Knowledge Enhancement of Biomedical Language Models Using Adapter Modules and Knowledge Graphs

  Vladika, J., Fichtl, A. & Matthes, F., 2024, in: International Conference on Agents and Artificial Intelligence. 2, S. 376-387 12 S.

  Publikation: Beitrag in Fachzeitschrift › Konferenzartikel › Begutachtung

  Open Access

  • Knowledge Graph 100%
  • Language Model 100%
  • Pre-trained Language Model 100%
  • Knowledge Enhancement 100%
  • Adapter Module 100%
  1 Zitat (Scopus)

• DP-MLM: Differentially Private Text Rewriting Using Masked Language Models

  Meisenbacher, S., Chevli, M., Vladika, J. & Matthes, F., 2024, The 62nd Annual Meeting of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics, ACL 2024. Ku, L.-W., Martins, A. & Srikumar, V. (Hrsg.). Association for Computational Linguistics (ACL), S. 9314-9328 15 S. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Differentially Private 100%
  • Masked Language Model 100%
  • Text Rewriting 100%
  • Obfuscation 28%
  • Token 14%
  2 Zitate (Scopus)

• Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components

  Schneider, P., Poelman, W., Rovatsos, M. & Matthes, F., 2024, NLP4ConvAI 2024 - 6th Workshop on NLP for Conversational AI, Proceedings of the Workshop. Nouri, E., Rastogi, A., Spithourakis, G., Liu, B., Chen, Y.-N., Li, Y., Albalak, A., Wakaki, H. & Papangelis, A. (Hrsg.). Association for Computational Linguistics (ACL), S. 73-88 16 S. (NLP4ConvAI 2024 - 6th Workshop on NLP for Conversational AI, Proceedings of the Workshop).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Application Architecture 100%
  • Architecture Component 100%
  • Functional Component 100%
  • Application Component 100%
  • Information Retrieval 100%

• Enhancing Answer Attribution for Faithful Text Generation with Large Language Models

  Vladika, J., Mülln, L. & Matthes, F., 2024, 16th International Conference on Knowledge Discovery and Information Retrieval, KDIR 2024 as part of IC3K 2024 - Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Coenen, F., Fred, A. & Bernardino, J. (Hrsg.). Science and Technology Publications, Lda, S. 147-158 12 S. (International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K - Proceedings; Band 1).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Text Generation 100%
  • Large Language Models 100%
  • Large Language Model 100%
  • Case Study 100%
  • Artificial Intelligence 100%

• Enterprise use cases combining knowledge graphs and natural language processing

  Schneider, P., Schopf, T., Vladika, J. & Matthes, F., 14 März 2024, Informing Possible Future Worlds: Essays in Honour of Ulrich Frank. Logos Verlag Berlin GmbH, S. 271-285 15 S.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Kapitel › Begutachtung

  • Knowledge Graph 100%
  • Natural Language Processing 100%
  • Graph Languages 100%
  • Use Case 100%
  • Promising Solutions 33%
  1 Zitat (Scopus)

• Ernst Denert Award for Software Engineering 2022: Practice Meets Foundations

  Bodden, E., Hasselbring, W., Koziolek, H., Matthes, F., Rumpe, B., Felderer, M., Herber, P., Lilienthal, C., Prechelt, L. & Schaefer, I., 1 Jan. 2024, Springer Nature. 176 S.

  Publikation: Buch/Bericht › Buch › Begutachtung

  • Software Engineering 100%
  • Engineering 100%
  • Software Quality 33%
  • Industrial Practice 33%
  • Efficient Development 33%

• Ernst Denert Software Engineering Award 2022

  Bodden, E., Felderer, M., Hasselbring, W., Herber, P., Koziolek, H., Lilienthal, C., Matthes, F., Prechelt, L., Rumpe, B. & Schaefer, I., 1 Jan. 2024, Ernst Denert Award for Software Engineering 2022: Practice Meets Foundations. Springer Nature, S. 1-8 8 S.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Kapitel › Begutachtung

  Open Access

  • Software Engineering 100%
  • Quantum Software Engineering 25%
  • Engineering Field 14%
  • Solution Method 14%
  • Engineering Research 14%

• Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs

  Schneider, P., Klettner, M., Jokinen, K., Simperl, E. & Matthes, F., 2024, in: International Conference on Agents and Artificial Intelligence. 3, S. 807-814 8 S.

  Publikation: Beitrag in Fachzeitschrift › Konferenzartikel › Begutachtung

  Open Access

  • Semantic Parsing 100%
  • Large Language Models 100%
  • Knowledge Graph Question Answering 100%
  • Conversational Question Answering 100%
  • Parsing 100%
  3 Zitate (Scopus)

• HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking

  Vladika, J., Schneider, P. & Matthes, F., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (Hrsg.). European Language Resources Association (ELRA), S. 8095-8107 13 S. (2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Evidence-based 100%
  • Natural Language Processing 100%
  • Health Claims 100%
  • Fact-checking 100%
  • Medical Facts 100%
  8 Zitate (Scopus)

• Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval

  Vladika, J. & Matthes, F., 2024, Findings of the Association for Computational Linguistics: NAACL 2024 - Findings. Duh, K., Gomez, H. & Bethard, S. (Hrsg.). Association for Computational Linguistics (ACL), S. 4752-4763 12 S. (Findings of the Association for Computational Linguistics: NAACL 2024 - Findings).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Question Answering 100%
  • Improving Health 100%
  • Time-aware 100%
  • Evidence Retrieval 100%
  • Information Retrieval 100%
  1 Zitat (Scopus)

• Investigating Communities of Practice in Large-Scale Agile Software Development: An Interview Study

  Tobisch, F., Schmidt, J. & Matthes, F., 2024, Agile Processes in Software Engineering and Extreme Programming - 25th International Conference on Agile Software Development, XP 2024, Proceedings. Šmite, D., Guerra, E., Wang, X., Marchesi, M. & Gregory, P. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 3-19 17 S. (Lecture Notes in Business Information Processing; Band 512 LNBIP).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Interview Study 100%
  • Agile Software Development 100%
  • Communities of Practice 100%
  • Agile Methods 100%
  • Agile Practice 66%
  2 Zitate (Scopus)

• Investigating Effort Estimation in a Large-Scale Agile ERP Transformation Program

  Tobisch, F., Weigelt, K., Philipp, P. & Matthes, F., 2024, Agile Processes in Software Engineering and Extreme Programming - 25th International Conference on Agile Software Development, XP 2024, Proceedings. Šmite, D., Guerra, E., Wang, X., Marchesi, M. & Gregory, P. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 70-86 17 S. (Lecture Notes in Business Information Processing; Band 512 LNBIP).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Enterprise Resource Planning 100%
  • Effort Estimation 100%
  • Transformation Program 100%
  • Agile Enterprise 100%
  • Program Transformation 100%
  1 Zitat (Scopus)

• Investigating the Motivational Factors Influencing Managerial Decisions to Adopt Privacy-Enhancing Technologies

  Klymenko, A., Meisenbacher, S., Lilova, I. & Matthes, F., 2024, Proceedings of the 32nd European Conference on Information Systems (ECIS 2024).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Motivational Factors 100%
  • Management Decisions 100%
  • Decision to Adopt 100%
  • Privacy Enhancing Technologies 100%
  • Motivational Factor 100%

• Just Rewrite It Again: A Post-Processing Method for Enhanced Semantic Similarity and Privacy Preservation of Differentially Private Rewritten Text

  Meisenbacher, S. & Matthes, F., 30 Juli 2024, ARES 2024 - 19th International Conference on Availability, Reliability and Security, Proceedings. Association for Computing Machinery, 133. (ACM International Conference Proceeding Series).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Semantic Similarity 100%
  • Post-processing Techniques 100%
  • Differential Privacy 100%
  • Differentially Private 100%
  • Privacy-preserving 100%

• Just Rewrite It Again: A Post-Processing Method for Enhanced Semantic Similarity and Privacy Preservation of Differentially Private Rewritten Text

  Meisenbacher, S. & Matthes, F., 30 Juli 2024, S. 1-11.

  Publikation: Konferenzbeitrag › Papier › Begutachtung

  • Semantic Similarity 100%
  • Post-processing Techniques 100%
  • Differential Privacy 100%
  • Differentially Private 100%
  • Privacy-preserving 100%

• Legal AI Use Case Radar 2024 Report

  Meisenbacher, S., Machner, N., Vladika, J. & Matthes, F., 12 Juli 2024

  Publikation: Andere Beiträge › Sonstiger Beitrag

  • Legal AI 100%
  • AI Use Cases 100%
  • Artificial Intelligence 100%

• MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering

  Vladika, J., Schneider, P. & Matthes, F., 2024, 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Proceedings of the Conference. Ku, L.-W., Martins, A. & Srikumar, V. (Hrsg.). Association for Computational Linguistics (ACL), S. 14459-14469 11 S. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Question Answering 100%
  • Medical Knowledge 100%
  • Large Language Models 100%
  • Knowledge Recall 100%
  • Large Language Model 100%

• NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing

  Schopf, T. & Matthes, F., 2024, System Demonstrations. Cao, Y., Feng, Y. & Xiong, D. (Hrsg.). Association for Computational Linguistics (ACL), S. 127-135 9 S. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; Band 3).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Natural Language Processing 100%
  • Exploratory Search 100%
  • Scientific Literature 100%
  • Scientific Literature Review 28%
  • Rich Systems 14%

• On the Integration of Privacy-Enhancing Technologies in the Process of Software Engineering

  Klymenko, A., Meisenbacher, S., Favaro, L. & Matthes, F., 2024, Proceedings of the 26th International Conference on Enterprise Information Systems, ICEIS 2024. Filipe, J., Smialek, M., Brodsky, A. & Hammoudi, S. (Hrsg.). Science and Technology Publications, Lda, S. 41-52 12 S. (International Conference on Enterprise Information Systems, ICEIS - Proceedings; Band 2).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Software Engineering 100%
  • Privacy Enhancing Technologies 100%
  • Enhancing Technology 100%
  • Software Engineering Process 37%
  • Systematic Literature Review 12%

• Playing the MEV Game on a First-Come-First-Served Blockchain

  Oz, B., Gebele, J., Singh, P., Rezabek, F. & Matthes, F., 2024, 2024 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2024. Institute of Electrical and Electronics Engineers Inc., S. 220-224 5 S. (2024 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2024).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  Open Access

  • Blockchain 100%
  • First Come First Served 100%
  • Miner Extractable Value 100%
  • First-Come-First-Served 100%
  • Arbitrage Opportunity 100%

• Revealing the Impacting Factors for the Adoption of Federated Machine Learning in Organizations

  Müller, T., Zahn, M. & Matthes, F., 2024, Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024. Bui, T. X. (Hrsg.). IEEE Computer Society, S. 7343-7352 10 S. (Proceedings of the Annual Hawaii International Conference on System Sciences).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Federated Learning 100%
  • Impact Factor 100%
  • Learning in Organizations 100%
  • Machine Learning 100%
  • Learning System 100%
  1 Zitat (Scopus)

• Supporting Managerial Decision-Making for Federated Machine Learning: Design of a Technology Selection Tool

  Zahn, M., Müller, T. & Matthes, F., 2024, Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024. Bui, T. X. (Hrsg.). IEEE Computer Society, S. 6738-6747 10 S. (Proceedings of the Annual Hawaii International Conference on System Sciences).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

  • Federated Learning 100%
  • Managerial Decision Making 100%
  • Technology Selection 100%
  • Selection Tool 100%
  • Machine Learning Design 100%