2 papers
cs.DB2026
LatentTune: Efficient Tuning of High Dimensional Database Parameters via Latent Representation Learning
Sein Kwon, Youngwan Jo, Seungyeon Choi +3
As data volumes continue to grow, optimizing database performance has become increasingly critical, making the implementation of effective tuning methods essential. Among various a…
cs.CL2026
LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction
Shengmin Piao, Jieun Lee, Sanghyun Park
The Text-to-SQL task translates natural language questions into SQL queries, enabling intuitive database interaction for non-experts. While recent methods leveraging Large Language…