Publications

@inproceedings{corallo_everest_2026,
  title        = {{The} {EVerest} {Dataset} for {Secure} {Software} {Engineering}},
  author       = {Corallo, Sophie and Grupp, Debora and Fuch{\ss}, Dominik and Keim, Jan and Reiche, Frederik and Hey, Tobias and Koziolek, Anne},
  booktitle    = {Proceedings of the 41st IEEE/ACM International Conference on Automated Software Engineering},
  doi          = {10.1145/3832783.3834614},
  isbn         = {9798400728822},
  month        = {10},
  pages        = {3454--3458},
  publisher    = {Association for Computing Machinery (ACM)},
  year         = {2026}
}

@article{ScottiRoadmap2025,
  title        = {A Roadmap for Tamed Interactions with Large Language Models},
  author       = {Scotti, Vincenzo and Keim, Jan and Hey, Tobias and Metzger, Andreas and Koziolek, Anne and Mirandola, Raffaela},
  doi          = {10.1145/3832776},
  issn         = {1557-7392},
  journal      = {ACM Transactions on Software Engineering and Methodology},
  month        = {8},
  number       = {9},
  pages        = {1--40},
  publisher    = {Association for Computing Machinery (ACM)},
  volume       = {35},
  year         = {2026}
}

@inproceedings{hummel_garma_2026,
  title        = {{GARMA}: {Generative} {Architectural} {Resource} {Demand} {Estimation} for {Microservice} {Applications}},
  author       = {Hummel, Maximilian and Fuch{\ss}, Dominik and Corallo, Sophie and Hagel, Nathan and Kaushik, Minakshi and Keim, J. and Reussner, Ralf and Koziolek, Heiko},
  booktitle    = {2026 IEEE 23rd International Conference on Software Architecture Companion (ICSA-C)},
  doi          = {10.1109/icsa-c68850.2026.00084},
  month        = {6},
  pages        = {441--448},
  publisher    = {Institute of Electrical, Electronics Engineers (IEEE)},
  year         = {2026}
}

@inproceedings{Keim2026ARDoCo,
  author       = {Keim, Jan and Fuchß, Dominik and Corallo, Sophie and Hey, Tobias and Winter, Julian and Feichtinger, Kevin},
  booktitle    = {2026 41st IEEE/ACM International Conference on Automated Software Engineering (ASE)},
  doi          = {10.1145/3832783.3834621},
  publisher    = {Association for Computing Machinery (ACM)},
  title        = {The ARDoCo Tool Landscape: REST API, TraceView, and TraceViz for Architecture Traceability},
  year         = {2026}
}

@inproceedings{Hummel2026AutoPCM,
  author       = {Hummel, Maximilian and Fuchß, Dominik and Corallo, Sophie and Hagel, Nathan J. and Keim, Jan and Koziolek, Heiko and Reussner, Ralf},
  booktitle    = {20th European Conference on Software Architecture (ECSA 2026)},
  title        = {AutoPCM: Automated Generation of Architectural Performance Models from Early Design Artifacts using LLM Agents},
  year         = {2026}
}

@inproceedings{Liu2026ArchGuard,
  author       = {Liu, Haoyu and Fuchß, Dominik and Corallo, Sophie and Hummel, Maximilian and Keim, Jan and Hey, Tobias},
  booktitle    = {23rd IEEE International Conference on Software Architecture (ICSA 2026)},
  doi          = {10.1109/ICSA66085.2026.00011},
  publisher    = {Institute of Electrical, Electronics Engineers (IEEE)},
  title        = {Architecture in the Cradle: Early Warning of Architectural Decay with ArchGuard},
  year         = {2026}
}

@inproceedings{KeimKaplan2026Vision,
  author       = {Keim, Jan and Kaplan, Angelika},
  booktitle    = {Proceedings of the 2026 IEEE/ACM 48th International Conference on Software Engineering (ICSE-Companion '26)},
  doi          = {10.1145/3774748.3795871},
  location     = {Rio de Janeiro, Brazil},
  pages        = {487--491},
  publisher    = {Association for Computing Machinery (ACM)},
  title        = {From Scattered to Structured: A Vision for Automating Architectural Knowledge Management},
  year         = {2026}
}

@inproceedings{Kaplan2026CommunityRoadmap,
  author       = {Kaplan, Angelika and Armbruster, Martin and Bernoth, Jan and Konersmann, Marco and Keim, Jan and Reussner, Ralf},
  booktitle    = {Proceedings of the 2026 IEEE/ACM International Workshop on Methodological Issues with Empirical Studies in Software Engineering},
  doi          = {10.1145/3786149.3788297},
  pages        = {57--62},
  publisher    = {Association for Computing Machinery (ACM)},
  title        = {A Community Roadmap for Meta-Research and Knowledge Transfer in Software Engineering},
  year         = {2026}
}

@inproceedings{Franze2026,
  author       = {Franze, Ben and Fuchß, Dominik and Wattenberg, Felix and Fuchs, Tom and Keim, Jan and Hey, Tobias},
  booktitle    = {IEEE 34th International Requirements Engineering Conference (RE 2026)},
  pages        = {11},
  title        = {Automated Generation of SysML Activity Diagrams from Industrial Requirements Using LLMs},
  year         = {2026}
}

@inproceedings{Rosskothen2026,
  author       = {Roßkothen, Jonas and Fuchß, Dominik and Erdösi, Ferenc and Floruß, Marius and Keim, Jan and Hey, Tobias},
  booktitle    = {2026 IEEE 34th International Requirements Engineering Conference (RE)},
  title        = {On Converting Natural Language Requirements into Semi-Formal Templates Using LLMs},
  year         = {2026}
}

@inproceedings{Fuchss2026ExArch,
  author       = {Fuchß, Dominik and Liu, Haoyu and Hey, Tobias and Keim, Jan and Koziolek, Anne},
  booktitle    = {Software Engineering 2026 (SE 2026)},
  doi          = {10.18420/se2026_20},
  editor       = {Spieler, Jonas},
  publisher    = {Gesellschaft für Informatik},
  title        = {ExArch: Enabling Architecture Traceability by LLM-based Architecture Component Name Extraction},
  year         = {2026}
}

@inproceedings{Fuchss2026LinkingSSA,
  author       = {Fuchß, Dominik and Hey, Tobias and Keim, Jan and Liu, Haoyu and Ewald, Niklas and Thirolf, Tobias and Koziolek, Anne},
  booktitle    = {Software Engineering 2026 (SE 2026)},
  doi          = {10.18420/se2026_37},
  editor       = {Spieler, Jonas},
  publisher    = {Gesellschaft für Informatik},
  title        = {Linking Software System Artifacts: Toward Generic Traceability Link Recovery through Retrieval-Augmented Generation},
  year         = {2026}
}

@article{Fuchss2026WhosWho,
  author       = {Fuchß, Dominik and Liu, Haoyu and Corallo, Sophie and Hey, Tobias and Keim, Jan and von Geisau, Johannes and Koziolek, Anne},
  doi          = {10.1145/3807453},
  journal      = {ACM Transactions on Autonomous and Adaptive Systems},
  title        = {Who's Who? LLM-assisted Software Traceability with Architecture Entity Recognition},
  year         = {2026}
}

@article{Amalfitano2026,
  author       = {Amalfitano, Domenico and Metzger, Andreas and Autili, Marco and Fulcini, Tommaso and Hey, Tobias and Keim, Jan and Pelliccione, Patrizio and Scotti, Vincenzo and Koziolek, Anne and Mirandola, Raffaela and Vogelsang, Andreas},
  doi          = {10.1145/3788879},
  journal      = {ACM Transactions on Software Engineering and Methodology},
  title        = {A Research Roadmap for Augmenting Software Engineering Processes and Software Products with Generative AI},
  year         = {2026}
}

@inproceedings{SolimanEtAl2025ECSA,
  author       = {Soliman, Mohamed and Ashraf, Elia and Abdelsalam, Kamel M. K. and Keim, Jan and Venkatesh, Ashwin Prasad Shivarpatna},
  booktitle    = {Software Architecture -- 19th European Conference, ECSA 2025, Limassol, Cyprus, September 15--19, 2025, Proceedings},
  doi          = {10.1007/978-3-032-02138-0_7},
  editor       = {Andrikopoulos, Vasilios},
  pages        = {99--115},
  publisher    = {Springer Nature Switzerland},
  title        = {LLMs for Software Architecture Knowledge: A Comparative Analysis Among Seven LLMs},
  year         = {2025}
}

@inproceedings{SolimanKeim2025,
  author       = {Soliman, Mohamed and Keim, Jan},
  booktitle    = {22nd IEEE International Conference on Software Architecture (ICSA 2025)},
  eventdate    = {2025-03-31/2025-04-04},
  eventtitle   = {22nd IEEE International Conference on Software Architecture},
  eventtitleaddon = {ICSA 2025},
  language     = {english},
  publisher    = {{Institute of Electrical and Electronics Engineers (IEEE)}},
  title        = {Do Large Language Models Contain Software Architectural Knowledge? An Exploratory Case Study with GPT},
  venue        = {Ottensee, Dänemark},
  year         = {2025},
  keywords     = {Architecture design decisions, Architecture knowledge, GPT, Large Language Models}
}

@inproceedings{fuchss_enabling_2025,
  author       = {Fuchß, Dominik and Liu, Haoyu and Hey, Tobias and Keim, Jan and Koziolek, Anne},
  booktitle    = {2025 IEEE 22nd International Conference on Software Architecture (ICSA)},
  eventdate    = {2025-03-31/2025-04-04},
  eventtitle   = {22nd IEEE International Conference on Software Architecture},
  eventtitleaddon = {ICSA 2025},
  language     = {english},
  publisher    = {{Institute of Electrical and Electronics Engineers (IEEE)}},
  title        = {Enabling Architecture Traceability by LLM-based Architecture Component Name Extraction},
  venue        = {Odense, Denmark},
  year         = {2025},
  keywords     = {Large Language Models, Model Extraction, Software Architecture, Traceability Link Recovery}
}

@inproceedings{fuchss_lissa_2025,
  author       = {Fuchß, Dominik and Hey, Tobias and Keim, Jan and Liu, Haoyu and Ewald, Niklas and Thirolf, Tobias and Koziolek, Anne},
  booktitle    = {Proceedings of the IEEE/ACM 47th International Conference on Software Engineering},
  doi          = {10.1109/ICSE55347.2025.00186},
  location     = {Ottawa, Canada},
  publisher    = {{Institute of Electrical and Electronics Engineers (IEEE)}},
  series       = {ICSE '25},
  title        = {LiSSA: Toward Generic Traceability Link Recovery through Retrieval-Augmented Generation},
  year         = {2025}
}

@inproceedings{KaplanKeimGreiner2025,
  author       = {Kaplan, Angelika and Keim, Jan and Greiner, Lukas and Sieger, Ralf and Mirandola, Raffaela and Reussner, Ralf},
  booktitle    = {Proceedings of the 2025 \{IEEE/ACM\} 47th International Conference on Software Engineering: Companion Proceedings, \{ICSE\} Companion 2025, Ottawa, 27th April - 3rd May 2025},
  eventdate    = {2025-04-27/2025-05-03},
  eventtitle   = {International Conference on Software Engineering},
  eventtitleaddon = {ICSE 2025},
  isbn         = {979-8-3315-0569-1},
  issn         = {1558-1225},
  language     = {english},
  title        = {Responsible and Sustainable AI: Considering Energy Consumption in Automated Text Classification Evaluation Tasks},
  venue        = {Ottawa, Kanada},
  year         = {2025},
  keywords     = {energy consumption, Green AI, natural language processing, sustainability metrics, text classification}
}

@phdthesis{Keim2025,
  author       = {Keim, Jan},
  doi          = {10.5445/IR/1000179534},
  language     = {english},
  pagetotal    = {297},
  publisher    = {{Karlsruher Institut für Technologie (KIT)}},
  school       = {Karlsruher Institut für Technologie (KIT)},
  title        = {Recovering Trace Links In Software Architecture Documentation},
  year         = {2025},
  keywords     = {Inconsistency Detection, Large Language Models, Software Architecture, Software Engineering, Traceability Link Recovery}
}

@inproceedings{KaplanHubLink2025,
  author       = {Kaplan, Angelika and Keim, Jan and Schneider, Marco and Reussner, Ralf},
  booktitle    = {RAGE-KG 2025: The Second International Workshop on Retrieval-Augmented Generation Enabled by Knowledge Graphs, co-located with the 24th International Semantic Web Conference (ISWC 2025)},
  editor       = {Dobrij, Dominik},
  pages        = {1--18},
  publisher    = {CEUR-WS},
  title        = {HubLink: A Novel Question Answering Retrieval Approach over Knowledge Graphs},
  year         = {2025}
}

@inproceedings{hey_requirements_2025,
  address      = {Cham},
  author       = {Hey, Tobias and Fuchß, Dominik and Keim, Jan and Koziolek, Anne},
  booktitle    = {Requirements Engineering: Foundation for Software Quality},
  publisher    = {Springer},
  title        = {Requirements Traceability Link Recovery via Retrieval-Augmented Generation},
  year         = {2025}
}

@inproceedings{FuchssBeyondRetrieval2025,
  author       = {Fuchß, Dominik and Schwedt, Stefan and Keim, Jan and Hey, Tobias},
  booktitle    = {2025 IEEE 33rd International Requirements Engineering Conference Workshops (REW)},
  doi          = {10.1109/REW66121.2025.00006},
  pages        = {5--12},
  publisher    = {Institute of Electrical, Electronics Engineers (IEEE)},
  title        = {Beyond Retrieval: A Study of Using LLM Ensembles for Candidate Filtering in Requirements Traceability},
  year         = {2025}
}

@inproceedings{Kaplan2025SEcompanion,
  author       = {Kaplan, Angelika and Keim, Jan and Greiner, Lukas and Koziolek, Anne and Reussner, Ralf},
  booktitle    = {Software Engineering 2025 -- Companion Proceedings},
  doi          = {10.18420/se2025-ws-28},
  editor       = {Feichtinger, Kevin},
  pages        = {277--286},
  publisher    = {Gesellschaft für Informatik (GI)},
  title        = {A Classification Framework for Scientific Documents to Support Knowledge Graph Population},
  year         = {2025}
}

@inproceedings{Keim2025SE,
  author       = {Keim, Jan and Corallo, Sophie and Fuchß, Dominik and Hey, Tobias and Telge, Tobias and Koziolek, Anne},
  booktitle    = {Software Engineering 2025 (SE 2025)},
  doi          = {10.18420/se2025-24},
  editor       = {Burger, Erik},
  publisher    = {Gesellschaft für Informatik (GI)},
  title        = {Recovering Trace Links Between Software Documentation And Code},
  year         = {2025}
}

@inproceedings{HeyKeimCorallo2025SE,
  author       = {Hey, Tobias and Keim, Jan and Corallo, Sophie},
  booktitle    = {Software Engineering 2025 (SE 2025)},
  doi          = {10.18420/se2025-25},
  editor       = {Burger, Erik},
  publisher    = {Gesellschaft für Informatik (GI)},
  title        = {Requirements Classification for Traceability Link Recovery},
  year         = {2025}
}

@article{KeimBericht2025,
  author       = {Keim, Jan and Soliman, Mohamed and Speth, Sandro and Both, Andreas},
  journal      = {Softwaretechnik-Trends},
  number       = {3},
  pages        = {9--10},
  title        = {Bericht zum ersten Treffen des Arbeitskreises Artificial Intelligence for Software Architecture},
  volume       = {45},
  year         = {2025}
}

@article{Hummel2025STT,
  author       = {Hummel, Maximilian and Hagel, Nathan and Kaushik, Minakshi and Keim, Jan and Burger, Erik and Koziolek, Heiko},
  journal      = {Softwaretechnik-Trends},
  number       = {4},
  pages        = {53--55},
  title        = {LLM-Assisted Microservice Performance Modeling},
  volume       = {45},
  year         = {2025}
}

@techreport{SchmidSLR2025,
  author       = {Schmid, Larissa and Hey, Tobias and Armbruster, Martin and Corallo, Sophie and Fuchß, Dominik and Keim, Jan and Liu, Haoyu and Koziolek, Anne},
  doi          = {10.48550/arXiv.2505.16697},
  institution  = {arxiv},
  title        = {Software Architecture Meets LLMs: A Systematic Literature Review},
  year         = {2025}
}

@article{kaplan2024combining,
  author       = {Kaplan, Angelika and Keim, Jan and Schneider, Marco and Koziolek, Anne and Reussner, Ralf},
  title        = {Combining Knowledge Graphs and Large Language Models to Ease Knowledge Access in Software Architecture Research},
  year         = {2024}
}

@inproceedings{Keim2024icse,
  author       = {Keim, Jan and Corallo, Sophie and Fuchß, Dominik and Hey, Tobias and Telge, Tobias and Koziolek, Anne},
  booktitle    = {Proceedings of 46th International Conference on Software Engineering (ICSE 2024)},
  eventdate    = {2024-04-14/2024-04-20},
  eventtitle   = {46th International Conference on Software Engineering},
  eventtitleaddon = {ICSE 2024},
  language     = {english},
  title        = {Recovering Trace Links Between Software Documentation And Code},
  venue        = {Lissabon, Portugal},
  year         = {2024},
  keywords     = {documentation, information retrieval, intermediate artifacts, software architecture, software traceability, transitive links}
}

@inproceedings{Hey2024_RequirementsClassificationForTLR,
  author       = {Hey, Tobias and Keim, Jan and Corallo, Sophie},
  booktitle    = {2024 IEEE 32nd International Requirements Engineering Conference (RE'24)},
  eventdate    = {2024-06-24/2024-06-28},
  eventtitle   = {32nd IEEE International Requirements Engineering Conference},
  eventtitleaddon = {RE 2024},
  language     = {english},
  publisher    = {{Institute of Electrical and Electronics Engineers (IEEE)}},
  title        = {Requirements Classification for Traceability Link Recovery},
  venue        = {Reykjavík, Island},
  year         = {2024},
  keywords     = {Information Retrieval, Language Model, Machine Learning, Requirements Classification, Requirements Engineering, Traceability Link Recovery}
}

@inproceedings{Keim2024SE,
  author       = {Keim, Jan and Corallo, Sophie and Fuchß, Dominik and Koziolek, Anne},
  booktitle    = {Software Engineering 2024 (SE 2024). Ed.: R. Rabiser},
  doi          = {10.18420/sw2024_37},
  eventdate    = {2024-02-26/2024-03-01},
  eventtitle   = {Software Engineering},
  eventtitleaddon = {SE 2024},
  isbn         = {978-3-88579-737-1},
  language     = {english},
  note         = {46.23.01; LK 01},
  pages        = {119-120},
  publisher    = {{Gesellschaft für Informatik e.V.}},
  series       = {Lecture notes in informatics : Proceedings},
  title        = {Detecting Inconsistencies in Software Architecture Documentation Using Traceability Link Recovery},
  venue        = {Linz, Österreich},
  year         = {2024},
  keywords     = {Consistency, Documentation, Inconsistency Detection, Software architecture, Software engineering, Traceability Link Recovery}
}

@inproceedings{kirschner2023,
  abstract     = {Evolving system architectures can be complex and difficult to understand, leading to problems such as poor maintainability. Automated reverse engineering of system structure models from source code can mitigate these problems and facilitate architectural decisions. However, identifying components with their interfaces can be challenging because components are often implemented in different frameworks and interconnected in complex ways. Our approach aims to create software models using reusable concept descriptions for reverse engineering. We use structural-level mapping rules to reconstruct the static system structure from source code, assuming that the technology used can determine the components with their interfaces and deployment. We evaluate our approach on four public reference systems. The analyses show that technology-specific rules already provide good results, but the addition of project-specific rules further improves reverse engineering.},
  address      = {Cham},
  author       = {Kirschner, Yves R. and Keim, Jan and Peter, Nico and Koziolek, Anne},
  booktitle    = {Software Architecture},
  editor       = {Tekinerdogan, Bedir and Trubiani, Catia and Tibermacine, Chouki and Scandurra, Patrizia and Cuesta, Carlos E.},
  isbn         = {978-3-031-42592-9},
  pages        = {283--291},
  publisher    = {Springer Nature Switzerland},
  title        = {Automated Reverse Engineering of the Technology-Induced Software System Structure},
  year         = {2023}
}

@inproceedings{keim2023icsa,
  author       = {Keim, Jan and Corallo, Sophie and Fuchß, Dominik and Koziolek, Anne},
  booktitle    = {2023 IEEE 20th International Conference on Software Architecture (ICSA)},
  doi          = {10.1109/ICSA56044.2023.00021},
  pages        = {141-152},
  title        = {Detecting Inconsistencies in Software Architecture Documentation Using Traceability Link Recovery},
  year         = {2023}
}

@inproceedings{konersmann2022,
  author       = {Konersmann, Marco and Kaplan, Angelika and Kühn, Thomas and Heinrich, Robert and Koziolek, Anne and Reussner, Ralf and Jürjens, Jan and al-Doori, Mahmood and Boltz, Nicolas and Ehl, Marco and Fuchs, Dominik and Groser, Katharina and Hahner, Sebastian and Keim, Jan and Lohr, Matthias and Sağlam, Timur and Schulz, Sophie and Töberg, Jan-Philipp},
  booktitle    = {2022 IEEE 19th International Conference on Software Architecture (ICSA)},
  doi          = {10.1109/ICSA53651.2022.00023},
  pages        = {157--168},
  title        = {Evaluation Methods and Replicability of Software Architecture Research Objects},
  year         = {2022}
}

@inproceedings{konersmann2022replication,
  author       = {Konersmann, Marco and Kaplan, Angelika and Kühn, Thomas and Heinrich, Robert and Koziolek, Anne and Reussner, Ralf and Jürjens, Jan and Al-Doori, Mahmood and Boltz, Nicolas and Ehl, Marco and Fuchß, Dominik and Großer, Katharina and Hahner, Sebastian and Keim, Jan and Lohr, Matthias and Sağlam, Timur and Schulz, Sophie and Töberg, Jan-Philipp},
  booktitle    = {2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C)},
  doi          = {10.1109/ICSA-C54293.2022.00021},
  pages        = {58--58},
  title        = {Replication Package of "Evaluation Methods and Replicability of Software Architecture Research Objects"},
  year         = {2022}
}

@inproceedings{fuchss2022msr4sa,
  author       = {Fuch\ss{}, Dominik and Corallo, Sophie and Keim, Jan and Speit, Janek and Koziolek, Anne},
  booktitle    = {2nd International Workshop on Mining Software Repositories for Software Architecture - Co-located with 16th European Conference on Software Architecture},
  doi          = {10.5445/IR/1000151962},
  title        = {Establishing a Benchmark Dataset for Traceability Link Recovery between Software Architecture Documentation and Models},
  year         = {2022}
}

@inproceedings{kaplan2022,
  address      = {New York, NY, USA},
  author       = {Kaplan, Angelika and K\"{u}hn, Thomas and Hahner, Sebastian and Benkler, Niko and Keim, Jan and Fuch\ss{}, Dominik and Corallo, Sophie and Heinrich, Robert},
  booktitle    = {Proceedings of the International Conference on Evaluation and Assessment in Software Engineering 2022},
  doi          = {10.1145/3530019.3535305},
  isbn         = {9781450396134},
  location     = {Gothenburg, Sweden},
  numpages     = {6},
  pages        = {311–316},
  publisher    = {Association for Computing Machinery},
  series       = {EASE '22},
  title        = {Introducing an Evaluation Method for Taxonomies},
  url          = {https://doi.org/10.1145/3530019.3535305},
  year         = {2022},
  keywords     = {evaluation, meta-research in software engineering, taxonomies}
}

@techreport{keim2022taxonomy,
  author       = {Keim, Jan and Hey, Tobias and Sauer, Bjarne and Koziolek, Anne},
  doi          = {10.5445/IR/1000149966},
  language     = {english},
  title        = {A Taxonomy for Design Decisions in Software Architecture Documentation},
  year         = {2022}
}

@inproceedings{kaplan21Towards,
  address      = {New York, NY, USA},
  author       = {Kaplan, Angelika and Keim, Jan},
  booktitle    = {Evaluation and Assessment in Software Engineering},
  doi          = {10.1145/3463274.3463358},
  isbn         = {9781450390538},
  location     = {Trondheim, Norway},
  numpages     = {6},
  pages        = {347–352},
  publisher    = {Association for Computing Machinery},
  series       = {EASE 2021},
  title        = {Towards an Automated Classification Approach for Software Engineering Research},
  url          = {https://doi.org/10.1145/3463274.3463358},
  year         = {2021},
  keywords     = {information extraction, neural machine learning, NLP, Research knowledge organization and management, scholarly knowledge communication, text classification}
}

@inproceedings{keim2021ecsa,
  address      = {Cham},
  author       = {Keim, Jan and Schulz, Sophie and Fuch{\ss}, Dominik and Kocher, Claudius and Speit, Janek and Koziolek, Anne},
  booktitle    = {Software Architecture},
  doi          = {10.1007/978-3-030-86044-8_7},
  editor       = {Biffl, Stefan and Navarro, Elena and L{\"o}we, Welf and Sirjani, Marjan and Mirandola, Raffaela and Weyns, Danny},
  isbn         = {978-3-030-86044-8},
  pages        = {101--116},
  publisher    = {Springer International Publishing},
  title        = {Tracelink Recovery for Software Architecture Documentation},
  year         = {2021}
}

@inproceedings{hey21mwsd,
  author       = {Hey, Tobias and Keim, Jan and Tichy, Walter F.},
  booktitle    = {2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)},
  doi          = {10.1109/REW53955.2021.00017},
  pages        = {70--76},
  title        = {Knowledge-based Sense Disambiguation of Multiword Expressions in Requirements Documents},
  year         = {2021}
}

@inproceedings{keim2020bert,
  author       = {Keim, Jan and Kaplan, Angelika and Koziolek, Anne and Mirakhorli, Mehdi},
  booktitle    = {European Conference on Software Architecture},
  organization = {Springer},
  pages        = {220--228},
  title        = {Does BERT Understand Code?-- An Exploratory Study On The Detection Of Architectural Tactics In Code},
  year         = {2020}
}

@article{weigelt2020journal,
  author       = {},
  doi          = {10.35708/HCC1868-126364},
  issn         = {2641-953X},
  journal      = {{International Journal of Humanized Computing and Communication (IJHCC)}},
  number       = {1},
  pages        = {43–66},
  publisher    = {KS Press, Institute for Semantic Computing Foundation},
  title        = {What's the Matter? Knowledge Acquisition by Unsupervised Multi-Topic Labeling for Spoken Utterances},
  volume       = {1},
  year         = {2020}
}

@inproceedings{hey2020,
  author       = {Hey, Tobias and Keim, Jan and Koziolek, Anne and Tichy, Walter F.},
  booktitle    = {2020 IEEE 28th International Requirements Engineering Conference (RE)},
  doi          = {10.1109/RE48521.2020.00028},
  pages        = {169--179},
  title        = {NoRBERT: Transfer Learning for Requirements Classification},
  year         = {2020}
}

@inproceedings{kaplan2020teaching,
  author       = {Kaplan, Angelika and Keim, Jan and Schneider, Yves and Walter, Maximilian and Werle, Dominik and Koziolek, Anne and Reussner, Ralf},
  booktitle    = {SEUH},
  pages        = {2--6},
  title        = {Teaching Programming at Scale.},
  year         = {2020}
}

@techreport{keim2020bertTR,
  author       = {Keim, Jan and Kaplan, Angelika and Koziolek, Anne and Mirakhorli, Mehdi},
  doi          = {10.5445/IR/1000121031},
  institution  = {{Karlsruher Institut für Technologie (KIT)}},
  issn         = {2190-4782},
  language     = {english},
  number       = {2},
  series       = {Karlsruhe Reports in Informatics},
  title        = {Using BERT for the Detection of Architectural Tactics in Code},
  volume       = {2020},
  year         = {2020},
  keywords     = {architectural tactics, BERT, language modeling, natural language processing, Software Architecture, traceability, transfer learning}
}

@book{reussner2019,
  author       = {Reussner, Ralf and Goedicke, Michael and Hasselbring, Wilhelm and Vogel-Heuser, Birgit and Keim, Jan and M{\"a}rtin, Lukas},
  publisher    = {Springer Nature},
  title        = {Managed Software Evolution},
  year         = {2019}
}

@inproceedings{keim2019ecase,
  author       = {Keim, Jan and Schneider, Yves and Koziolek, Anne},
  booktitle    = {2019 IEEE/ACM 2nd International Workshop on Establishing the Community-Wide Infrastructure for Architecture-Based Software Engineering (ECASE)},
  doi          = {10.1109/ECASE.2019.00010},
  pages        = {6--12},
  title        = {Towards Consistency Analysis between Formal and Informal Software Architecture Artefacts},
  year         = {2019}
}

@inproceedings{weigelt2019,
  author       = {Weigelt, Sebastian and Keim, Jan and Hey, Tobias and Tichy, Walter F.},
  booktitle    = {2019 IEEE International Conference on Humanized Computing and Communication (HCC)},
  doi          = {10.1109/HCC46620.2019.00014},
  pages        = {38--45},
  title        = {Unsupervised Multi-Topic Labeling for Spoken Utterances},
  year         = {2019}
}

@inproceedings{keim2019,
  author       = {Keim, Jan and Koziolek, Anne},
  booktitle    = {2019 IEEE International Conference on Software Architecture Companion (ICSA-C)},
  doi          = {10.1109/ICSA-C.2019.00052},
  pages        = {250--253},
  title        = {Towards Consistency Checking Between Software Architecture and Informal Documentation},
  year         = {2019}
}

@mastersthesis{keim2018MA,
  author       = {Keim, Jan},
  doi          = {10.5445/IR/1000086946},
  language     = {german},
  school       = {Karlsruher Institut für Technologie (KIT)},
  title        = {Themenextraktion zur Domänenauswahl für Programmierung in natürlicher Sprache},
  year         = {2018}
}

@inproceedings{landhaeusser2015,
  author       = {Landhäußer, Mathias and Körner, Sven J. and Tichy, Walter F. and Keim, Jan and Krisch, Jennifer},
  booktitle    = {2015 IEEE Second International Workshop on Artificial Intelligence for Requirements Engineering (AIRE)},
  doi          = {10.1109/AIRE.2015.7337623},
  pages        = {1--8},
  title        = {DeNom: a tool to find problematic nominalizations using NLP},
  year         = {2015}
}

@thesis{keim2015BA,
  author       = {Keim, Jan},
  doi          = {10.5445/IR/1000142183},
  language     = {german},
  publisher    = {{Karlsruher Institut für Technologie (KIT)}},
  title        = {Identifikation problematischer Substantivierungen in natürlichsprachigen Anforderungsdokumenten},
  type         = {Abschlussarbeit - Bachelor},
  year         = {2015}
}