Neurosymbolic Architectural Reasoning: Towards Formal Analysis through Neural Software Architecture Inference

Authors: Herbold, Steffen, Knieke, Christoph, Rausch, Andreas, Schindler, Christian

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2503.16262

MAMUT: A Novel Framework for Modifying Mathematical Formulas for the Generation of Specialized Datasets for Language Model Training

Authors: Drechsel, Jonathan, Reusch, Anja, Herbold, Steffen

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.20855

From Isolates to Families: Using Neural Networks for Automated Language Affiliation

Authors: Blum, Frederic, Herbold, Steffen, List, Johann-Mattis

Subject Terms: Computer Science - Computation and Language, J.5

Access URL: http://arxiv.org/abs/2502.11688

GRADIEND: Monosemantic Feature Learning within Neural Networks Applied to Gender Debiasing of Transformer Models

Authors: Drechsel, Jonathan, Herbold, Steffen

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2502.01406

Perspective of Software Engineering Researchers on Machine Learning Practices Regarding Research, Review, and Education

Authors: Mojica-Hanke, Anamaria, Palacio, David Nader, Poshyvanyk, Denys, Linares-Vásquez, Mario, Herbold, Steffen

Subject Terms: Computer Science - Software Engineering, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2411.19304

Large Language Models can impersonate politicians and other public figures

Authors: Herbold, Steffen, Trautsch, Alexander, Kikteva, Zlata, Hautli-Janisz, Annette

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2407.12855

Legal Aspects for Software Developers Interested in Generative AI Applications

Authors: Herbold, Steffen, Valerius, Brian, Mojica-Hanke, Anamaria, Lex, Isabella, Mittel, Joel

Subject Terms: Computer Science - Software Engineering, Computer Science - Artificial Intelligence, Computer Science - Computers and Society, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2404.16630

Semantic similarity prediction is better than other semantic similarity measures

Authors: Herbold, Steffen

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2309.12697

On Using Information Retrieval to Recommend Machine Learning Good Practices for Software Engineers

Authors: Cabra-Acela, Laura, Mojica-Hanke, Anamaria, Linares-Vásquez, Mario, Herbold, Steffen

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2308.12095

AI, write an essay for me: A large-scale comparison of human-written versus ChatGPT-generated essays

Authors: Herbold, Steffen, Hautli-Janisz, Annette, Heuer, Ute, Kikteva, Zlata, Trautsch, Alexander

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2304.14276

Understanding issues related to personal data and data protection in open source projects on GitHub

Authors: Henning, Anne, Schulte, Lukas, Herbold, Steffen, Kulyk, Oksana, Mayer, Peter

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2304.06367

An exploratory study of bug-introducing changes: what happens when bugs are introduced in open source software?

Authors: Schulte, Lukas, Mojica-Hanke, Anamaria, Linares-Vásquez, Mario, Herbold, Steffen

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2304.05358

What are the Machine Learning best practices reported by practitioners on Stack Exchange?

Authors: Mojica-Hanke, Anamaria, Bayona, Andrea, Linares-Vásquez, Mario, Herbold, Steffen, González, Fabio A.

Subject Terms: Computer Science - Software Engineering, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2301.10516

Predicting Issue Types with seBERT

Authors: Trautsch, Alexander, Herbold, Steffen

Source: 2022 IEEE/ACM 1st International Workshop on Natural Language-Based Software Engineering (NLBSE) NLBSE Natural Language-Based Software Engineering (NLBSE), 2022 IEEE/ACM 1st International Workshop on. :37-39 May, 2022

Relation: 2022 IEEE/ACM 1st International Workshop on Natural Language-Based Software Engineering (NLBSE)

With Registered Reports Towards Large Scale Data Curation

Authors: Herbold, Steffen

Source: 2020 IEEE/ACM 42nd International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER) ICSE-NIER Software Engineering: New Ideas and Emerging Results (ICSE-NIER), 2020 IEEE/ACM 42nd International Conference on. :93-96 Oct, 2020

Relation: 2020 IEEE/ACM 42nd International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)

The SmartSHARK Ecosystem for Software Repository Mining

Authors: Trautsch, Alexander, Trautsch, Fabian, Herbold, Steffen, Ledel, Benjamin, Grabowski, Jens

Source: 2020 IEEE/ACM 42nd International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) ICSE-COMPANION Software Engineering: Companion Proceedings (ICSE-Companion), 2020 IEEE/ACM 42nd International Conference on. :25-28 Oct, 2020

Relation: 2020 IEEE/ACM 42nd International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)

Static source code metrics and static analysis warnings for fine-grained just-in-time defect prediction

Authors: Trautsch, Alexander, Herbold, Steffen, Grabowski, Jens

Source: 2020 IEEE International Conference on Software Maintenance and Evolution (ICSME) ICSME Software Maintenance and Evolution (ICSME), 2020 IEEE International Conference on. :127-138 Sep, 2020

Relation: 2020 IEEE International Conference on Software Maintenance and Evolution (ICSME)

Large-Scale Manual Validation of Bugfixing Changes

Authors: Herbold, Steffen, Trautsch, Alexander, Ledel, Benjamin

Source: 2020 IEEE/ACM 17th International Conference on Mining Software Repositories (MSR) MSR Mining Software Repositories (MSR), 2020 IEEE/ACM 17th International Conference on. :611-614 May, 2020

Relation: 2020 IEEE/ACM 17th International Conference on Mining Software Repositories (MSR)

Studying the explanations for the automated prediction of bug and non-bug issues using LIME and SHAP

Authors: Ledel, Benjamin, Herbold, Steffen

Subject Terms: Computer Science - Software Engineering, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2209.07623

Differential testing for machine learning: an analysis for classification algorithms beyond deep learning

Authors: Herbold, Steffen, Tunkel, Steffen

Subject Terms: Computer Science - Software Engineering, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2207.11976