Author

Wen-Qi Hou

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Preprint Aug 2026

From Test-Time Scaling to Reusable Memory: Measuring Crystallization in Text-to-SQL

A controlled evaluation holds the single-shot solver fixed and varies one memory choice at a time, and separately measures replay, cross-question retention, and held-out same-database transfer in text-to-SQL memory crystallization.

Jia-Qian Wang, Yu-Tao Qi, Wen-Qi Hou et al. · 0 citations