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cs.DB2026
Reflective Compositional Grounding for Natural-Language-to-SPARQL
Isabelle Mohr, John Dujany, Andre Freitas
Natural-language query generation over large knowledge graphs embodies the classical vocabulary problem in human-systems communication. Questions express concepts through wording a…
cs.DB2026
Reflective Reasoning for SQL Generation
Isabelle Mohr, Joao Gandarela, John Dujany +1
Robust text-to-SQL over complex, real-world databases remains brittle even with modern LLMs: iterative refinement often introduces syntactic and semantic drift, corrections tend to…