RAS: Reflection-Augmented Scaling with In-Context Learning for Executable Cypher Query Generation

Minseok Jung, Abhas Ricky, Muhammad Rameez Chatni

Inference-time scaling can reduce errors in structured query generation, but methods to allocate the compute for query code generation remains underexplored. We study Text2Cypher,…