ACM Transactions on the Web· 2026Q1

SPARQL-LLM: Real-Time SPARQL Query Generation from Natural Language Questions

Panayiotis Smeros, Vincent Emonet, Ruijie Wang, Ana-Claudia Sima et al.

3citations
Q1SCImago
2026year

Short summary

SPARQL-LLM, an open-source, triplestore-agnostic system, generates SPARQL queries from natural language questions with up to 59% higher F1 score and 27x faster runtime than the second-best system, costing only $0.01 per question.

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Molecular BiologyBiochemistry, Genetics and Molecular Biology