text-to-Cypher

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

2 shown of 2 papers with code (6 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era
  24 Dec 2024 1 repository listed
  Retrieval from graph data is crucial for augmenting large language models (LLM) with both open-domain knowledge and private enterprise data, and it is also a key component in the recent GraphRAG system (edge et al.,…
• SpCQL: A Semantic Parsing Dataset for Converting Natural Language into Cypher
  17 Oct 2022 1 repository listed
  We propose the first Text-to-CQL dataset, SpCQL, which contains one Neo4j graph database, 10, 000 manually annotated natural language queries and the matching Cypher queries (CQL).