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Text2GQL-Bench: New Graph Query Benchmark
#research#text2gql-bench#graph-databases#text-to-gqltext2gql-bench
⚡ 30-Second TL;DR
有什麼變化
178k pairs spanning 13 domains and multiple GQLs
為什麼重要
Addresses gaps in domain coverage and evaluation for Text-to-GQL systems, enabling systematic model comparisons. Highlights dialect challenges in graph queries, spurring LLM advancements for GDBMS agents. Democratizes graph data analysis via natural language.
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誰應關注：Researchers & Academics
關鍵要點
- •178k pairs spanning 13 domains and multiple GQLs
- •Scalable framework for diverse datasets
- •Comprehensive eval beyond end-to-end metrics
- •LLM gaps: 4% zero-shot EX on ISO-GQL, 45% fine-tuned
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原始來源： ArXiv AI ↗
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