Learning to Refine: An Agentic RL Approach for Iterative SPARQL Query Construction

Floris Vossebeld, Shenghui Wang

Generating complex, logically-sound SPARQL queries for multi-hop questions remains a critical bottleneck for Knowledge Graph Question Answering, as the brittle nature of one-shot g…