Skip to content
Log in

Author

Kristin Paetzold-Byhain

View on Semantic Scholar

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access 2026

Design and Evaluation of Large Language Model Approaches for Text2Cypher Generation in Domain-Specific Knowledge Graphs

A comparative study conducted within BMW AG, focusing on the application of LLM-based Text2Cypher generation for querying a domain-specific knowledge graph designed to support virtual product development, reveals that the primary challenge in industrial Text2Cypher generation lies in correctly interpreting domain-specific graph semantics, particularly relationship selection and graph traversal.

Carolin Lehmacher, Efe Kamasoglu, Kristin Paetzold-Byhain · 0 citations