Jan Keim
Scholar

Jan Keim

Google Scholar ID: fC9DrioAAAAJ
Researcher, Karlsruher Institute of Technology (KIT)
Natural Language ProcessingSoftware ArchitectureDocumentationTraceabilityLLMs
Citations & Impact
All-time
Citations
557
 
H-index
11
 
i10-index
12
 
Publications
20
 
Co-authors
40
list available
Resume (English only)
Academic Achievements
  • PhD Dissertation: Recovering Trace Links In Software Architecture Documentation, February 28, 2025
  • Published Paper: LiSSA: Toward Generic Traceability Link Recovery through Retrieval-Augmented Generation, 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE)
Research Experience
  • Postdoctoral Researcher at Karlsruhe Institute of Technology (KIT)
  • Involved in multiple projects and research works, such as LiSSA: Toward Generic Traceability Link Recovery through Retrieval-Augmented Generation
Education
  • PhD: Karlsruher Institut für Technologie (KIT), February 28, 2025
  • Master's Thesis: Themenextraktion zur Domänenauswahl für Programmierung in natürlicher Sprache, 2018
  • Bachelor's Thesis: Identifikation problematischer Substantivierungen in natürlichsprachigen Anforderungsdokumenten, March 16, 2015, Karlsruher Institut für Technologie (KIT)
Background
  • Research interests include Software Architecture Documentation, Natural Language Processing (NLP), Traceability Link Recovery, and Inconsistency Detection. Focuses on combining NLP, Information Retrieval, and Artificial Intelligence/Machine Learning, particularly Large Language Models (LLMs).
Miscellany
  • Holder of the Baden-Württemberg Certificate for Teaching and Learning at University Level
  • Teaches courses including 'NLP and Software Engineering', 'Ethics of IT', 'Team Project Software Development', and more