Krzysztof Kochut

This paper introduces Prompt2Cypher, a method that uses task splitting and prompt engineering to improve Cypher query generation for domain-specific knowledge graphs, showing better accuracy in biological datasets.

The paper extends the Protein Kinase Ontology (ProKinO) to uncover new insights about dark kinases, identifying PAK5 as a frequently mutated kinase in cancers and highlighting its potential in drug discovery.