PIPE-Cypher is a pipeline that automatically generates balanced, executable NL-to-Cypher benchmarks from live enterprise graphs via schema profiling, constrained generation, validation, and local LLM judging.
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PIPE-Cypher: Automatic Enterprise Benchmark Generation for Text-to-Cypher Systems
PIPE-Cypher is a pipeline that automatically generates balanced, executable NL-to-Cypher benchmarks from live enterprise graphs via schema profiling, constrained generation, validation, and local LLM judging.