Furqan Shuja

Benchmarking Agentic Text-to-SPARQL for Multi-Hop Scholarly Knowledge Graph Exploration

Conversational access to scholarly knowledge graphs promises more intuitive ways of exploring research fields, but current approaches remain limited by two major barriers: the lack of realistic multi-hop benchmarks and the brittleness of Text-to-SPARQL methods over real-world schemas. We address these gaps by introduci...