Florian Matthes

Publikationen

Publikationen pro Jahr 1990 2010 2017 2018 2019 2020 2021 2022 2023 2024 2024

• 274 Konferenzbeitrag
• 38 Konferenzartikel
• 29 Artikel
• 19 Papier
• 26 Mehr
  • 10 Leitartikel
  • 8 Kapitel
  • 2 Buch
  • 2 Poster
  • 2 Übersichtsartikel
  • 1 Kurzer Abriss
  • 1 Sonstiger Beitrag

Publikationen pro Jahr

Publikationen pro Jahr

Suchergebnisse

• 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%
  1 Zitat (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%
  1 Zitat (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%
  4 Zitate (Scopus)

• 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%

• 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., 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%

• 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%
  1 Zitat (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%

• 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%
  3 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%

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

  Meisenbacher, S., Chevli, M., Vladika, J. & 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. 9314-9328 15 S. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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

  • Differentially Private 100%
  • Masked Language Model 100%
  • Text Rewriting 100%
  • Obfuscation 28%
  • Token 14%

• 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%

• 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%

• 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%
  2 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%

• 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%

• 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%

• 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%

• The CLIN33 Shared Task on the Detection of Text Generated by Large Language Models

  Fivez, P., Daelemans, W., Van de Cruys, T., Kashnitsky, Y., Chamezopoulos, S., Mohammadi, H., Giachanou, A., Bagheri, A., Poelman, W., Vladika, J., Ploeger, E., Bjerva, J., Matthes, F. & van Halteren, H., 21 März 2024, in: Computational Linguistics in the Netherlands Journal. 13, S. 233-259 27 S.

  Publikation: Beitrag in Fachzeitschrift › Konferenzartikel › Begutachtung

  • Large Language Models 100%
  • Shared Task 100%
  • Large Language Model 100%
  • Feature Engineering 33%
  • Deep Learning Model 33%
  3 Zitate (Scopus)

• Towards A Structured Overview of Use Cases for Natural Language Processing in the Legal Domain: A German Perspective

  Vladika, J., Meisenbacher, S., Preis, M., Klymenko, 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

  • Natural Language Processing 100%
  • Legal Domain 100%
  • Use Case 100%
  • Language Processing 100%
  • Legal Technology 50%

• Towards A Structured Overview of Use Cases for Natural Language Processing in the Legal Domain: A German Perspective

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

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

  • Natural Language Processing 100%
  • Legal Domain 100%
  • Use Case 100%
  • Language Processing 100%
  • Legal Technology 50%

• Towards Optimizing and Evaluating a Retrieval Augmented QA Chatbot using LLMs with Human-in-the-Loop

  Afzal, A., Kowsik, A., Fani, R. & Matthes, F., 8 Juli 2024, (Eingereicht) S. 4–16.

  Publikation: Konferenzbeitrag › Papier › Begutachtung

  • Human-in-the-loop 100%
  • Chatbot 100%
  • Human-in-the-Loop 100%
  • Large Language Model 100%
  • Information Retrieval 100%

• Who Wins Ethereum Block Building Auctions and Why?

  Öz, B., Sui, D., Thiery, T. & Matthes, F., Sept. 2024, 6th Conference on Advances in Financial Technologies, AFT 2024. Bohme, R. & Kiffer, L. (Hrsg.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 22. (Leibniz International Proceedings in Informatics, LIPIcs; Band 316).

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

  • Builders 100%
  • Ethereum 100%
  • Block Building 100%
  • Market Share 100%
  • Building-Blocks 100%
• 2023

  Adoption of Information Security Practices in Large-Scale Agile Software Development: A Case Study in the Finance Industry

  Nägele, S., Korn, L. & Matthes, F., 29 Aug. 2023, ARES 2023 - 18th International Conference on Availability, Reliability and Security, Proceedings. Association for Computing Machinery, 11. (ACM International Conference Proceeding Series).

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

  • Security Approach 100%
  • Academic Literature 100%
  • Large-scale Agile 100%
  • Agile Security 100%
  • Finance Industry 100%
  1 Zitat (Scopus)

• A Knowledge Graph Approach for Exploratory Search in Research Institutions

  Schopf, T., Machner, N. & Matthes, F., 2023, 15th International Conference on Knowledge Management and Information Systems, KMIS 2023 as part of IC3K 2023 - Proceedings of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Gruenwald, L., Masciari, E., Rolland, C. & Bernardino, J. (Hrsg.). Science and Technology Publications, Lda, S. 265-270 6 S. (International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K - Proceedings; Band 3).

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

  Open Access

  • Knowledge Graph 100%
  • Graphical Approach 100%
  • Exploratory Search 100%
  • Research Landscape 100%
  • Research Output 50%

• A method for metric management at a large-scale agile software development organization

  Philipp, P., Tobisch, F., Menzel, L. & Matthes, F., 2023, in: CEUR Workshop Proceedings. 3543

  Publikation: Beitrag in Fachzeitschrift › Konferenzartikel › Begutachtung

  • Measurement Program 100%
  • Large-scale Agile 100%
  • Scaled Agile 100%
  • Agile Organization 100%
  • Software Organizations 100%

• A Process Model for the Practical Adoption of Federated Machine Learning

  Müller, T., Zahn, M. & Matthes, F., 2023, 29th Annual Americas Conference on Information Systems, AMCIS 2023. Association for Information Systems, (29th Annual Americas Conference on Information Systems, AMCIS 2023).

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

  • Federated Learning 100%
  • Process Model 100%
  • Machine Learning 100%
  • Learning System 100%
  • Initiation Mechanism 50%

• AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge

  Schopf, T., Gerber, E., Ostendorff, M. & Matthes, F., 2023, International Conference Recent Advances in Natural Language Processing, RANLP 2023: Large Language Models for Natural Language Processing - Proceedings. Angelova, G., Kunilovskaya, M. & Mitkov, R. (Hrsg.). Incoma Ltd, S. 1054-1065 12 S. (International Conference Recent Advances in Natural Language Processing, RANLP).

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

  Open Access

  • Contrastive Learning 100%
  • Sentence Embedding 100%
  • Aspect-oriented 100%
  • Structured Knowledge 100%
  • Semantic Textual Similarity 100%

• A Taxonomy of Decentralized Identifier Methods for Practitioners

  Hoops, F., Muhle, A., Matthes, F. & Meinel, C., 2023, Proceedings - 2023 IEEE International Conference on Decentralized Applications and Infrastructures, DAPPS 2023. Institute of Electrical and Electronics Engineers Inc., S. 57-65 9 S. (Proceedings - 2023 IEEE International Conference on Decentralized Applications and Infrastructures, DAPPS 2023).

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

  Open Access

  • Use Case 100%
  • Iterative Process 100%
  • Informed Decision 100%
  • Identity Management 100%
  • Taxonomy Creation 100%

• Challenges in Domain-Specific Abstractive Summarization and How to Overcome Them

  Afzal, A., Vladika, J., Braun, D. & Matthes, F., 2023, in: International Conference on Agents and Artificial Intelligence. 3, S. 682-689 8 S.

  Publikation: Beitrag in Fachzeitschrift › Konferenzartikel › Begutachtung

  Open Access

  • Abstractive Summarization 100%
  • Text Summarization 100%
  • Existing State 33%
  • Hallucinations 33%
  • State-of-the-art Techniques 33%
  6 Zitate (Scopus)

• Efficient Domain Adaptation of Sentence Embeddings Using Adapters

  Schopf, T., Schneider, D. N. & Matthes, F., 2023, International Conference Recent Advances in Natural Language Processing, RANLP 2023: Large Language Models for Natural Language Processing - Proceedings. Angelova, G., Kunilovskaya, M. & Mitkov, R. (Hrsg.). Incoma Ltd, S. 1046-1053 8 S. (International Conference Recent Advances in Natural Language Processing, RANLP).

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

  Open Access

  • Domain Adaptation 100%
  • Adapter 100%
  • Sentence Embedding 100%
  • Sentence Embedding Models 100%
  • Textual Semantic Similarity 50%