Paper page - PIPE-Cypher: Automatic Enterprise Benchmark Generation for Text-to-Cypher Systems
… Using local Qwen3.5-9B generation and judging, PIPE-Cypher exports 3,000 accepted FinBench / SNB examples, completes three audited ablation suites, calibrates judge behavior with human labels, and evaluates 11 local downstream models. …