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Hao-Yuan Ma

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#artificial intelligence Preprint Sep 2026

LIMIT: Less Is More for Instruction Tuning in Text-to-SQL

LIMIT(Less Is More for Instruction Tuning in Text-to-SQL), a data-centric framework that demonstrates strong database reasoning can emerge from an extremely compact training set when examples are strategically selected, is proposed, suggesting that careful data curation, rather than scale, is the key to efficient Text-...

Hao-Yuan Ma, Heng-Wei Liu, Linjuan Wu et al. · 0 citations