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2 results for “text-to-SQL”
SPIN Processed News Frame: The Hype
SDAM: Structure-Difference-Aware Memory Evolution for Complex Text-to-SQL
Researchers introduced SDAM, a new memory evolution mechanism for text-to-SQL systems that improves structural analysis and schema alignment, achieving measurable gains on BIRD-dev (+2.0) and Spider-test (+0.4) benchmarks.
Spin 45% Claim Present in Source AI Risk Moderate
arXiv Computation and Language
Aug 14, 2026
SPIN Processed News Frame: The Hype
BAP-SQL: Budget-Aware Observation Planning for Agentic Text-to-SQL
BAP-SQL is a new method for agentic text-to-SQL systems that dynamically manages observation budgets during query execution to improve success rates under tight token and computational constraints.
Spin 45% Claim Present in Source AI Risk Moderate
arXiv Artificial Intelligence
Aug 5, 2026