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Marcos Paulo Silva Gôlo

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#reinforcement learning Oct 2026

Text to SPARQL via LLMs fine-tuned with rewards and reasoning

Large language models have made notable progress in translating natural-language questions into SPARQL queries for knowledge graphs. Recent studies from the first Text2SPARQL challenge have explored zero-shot and few-shot scenarios, as well as in-context learning techniques. With state-of-the-art (SoTA) results, the ch...

Marcos Paulo Silva Gôlo, Paulo Viviurka do Carmo, Edgard Marx et al. · 0 citations