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Author

Stefan Sobernig

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Review Sep 2026

Evaluating Code Recommender Systems: A Review

Context: Code recommender systems (CRSs) are specialized software systems operating on source artifacts to provide automatically generated recommendations to software developers in all phases of development. The goal is to improve software quality while enhancing developers'efficiency, effectiveness, and experience. Pr...

Daniel Borst, Stefan Sobernig · 0 citations

A Benchmark and Field Study on the Use of LLMs and RAG for Harmonizing Job Descriptions in the Austrian Federal Administration

This paper proposes a RAG-based pipeline that generates goals, tasks, activities, and requirements grounded in existing administrative documents and expert-authored descriptions to support the semi-automatic generation and harmonization of structured job description components.

Nicolas Ferranti, Andreas Mild, Stefan Sobernig · 0 citations

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