| 2026 | ACL | Understanding or Memorizing? A Case Study of German Definite Articles in Language Models. | Jonathan Drechsel, Erisa Bytyqi, Steffen Herbold |
| 2025 | ACL | From Isolates to Families: Using Neural Networks for Automated Language Affiliation. | Frederic Blum, Steffen Herbold, Johann-Mattis List |
| 2025 | ICSE | Neurosymbolic Architectural Reasoning: Towards Formal Analysis through Neural Software Architecture Inference. | Steffen Herbold, Christoph Knieke, Andreas Rausch, Christian Schindler |
| 2024 | SIGdial | Question Type Prediction in Natural Debate. | Zlata Kikteva, Alexander Trautsch, Steffen Herbold, Annette Hautli-Janisz |
| 2020 | ICSE | With registered reports towards large scale data curation. | Steffen Herbold |
| 2020 | ICSE | The SmartSHARK ecosystem for software repository mining. | Alexander Trautsch, Fabian Trautsch, Steffen Herbold, Benjamin Ledel, Jens Grabowski |
| 2020 | MSR | Large-Scale Manual Validation of Bugfixing Changes. | Steffen Herbold, Alexander Trautsch, Benjamin Ledel |
| 2018 | ICSE | A comparative study to benchmark cross-project defect prediction approaches. | Steffen Herbold, Alexander Trautsch, Jens Grabowski |
| 2016 | MSR | Adressing problems with external validity of repository mining studies through a smart data platform. | Fabian Trautsch, Steffen Herbold, Philip Makedonski, Jens Grabowski |
| 2015 | ICST | The MIDAS Cloud Platform for Testing SOA Applications. | Steffen Herbold, Alberto De Francesco, Jens Grabowski, Patrick Harms, Lom-Messan Hillah, Fabrice Kordon, Ariele-Paolo Maesano, Libero Maesano, Claudia Di Napoli, Fabio De Rosa, Martin A. Schneider, Nicola Tonellotto, Marc-Florian Wendland, Pierre-Henri Wuillemin |
| 2015 | MSR | Intuition vs. Truth: Evaluation of Common Myths about StackOverflow Posts. | Verena Honsel, Steffen Herbold, Jens Grabowski |
| 2013 | ICST | AutoQUEST - Automated Quality Engineering of Event-Driven Software. | Steffen Herbold, Patrick Harms |
| 2011 | ICST | Improved Bug Reporting and Reproduction through Non-intrusive GUI Usage Monitoring and Automated Replaying. | Steffen Herbold, Jens Grabowski, Stephan Waack, Uwe Bnting |