megagonlabs/cypherbench

CypherBench CypherBench is a benchmark designed to evaluate text-to-Cypher translation for large language models (LLMs). It includes: 11 large-scale Neo4j property graphs transformed from Wikidata with 7.8 million entities. Over 10,000 (question, Cypher) pairs for training/evaluating text-to-Cypher translation. Paper: https://arxiv.org/pdf/2412.18702 Repository & Demo: https://github.com/megagonlabs/cypherbench Contact: [email protected] Sample Task {… See the full description on the dataset page: https://huggingface.co/datasets/megagonlabs/cypherbench.

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