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knowledge graphs 1large language models 1query generation 1selective correction 1text-to-sparql 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CL2026

GGC: Selective Query Correction for Reliable Text-to-SPARQL Generation

Ziyi Yang, Thanh-Son Nguyen, Tuan Anh Nguyen +1

The paper introduces GGC, a framework that lets a language model generate a SPARQL query, predicts if it needs fixing, and only corrects high‑risk cases, boosting accuracy and cutt…