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cs.LG2025
REFORMER: A ChatGPT-Driven Data Synthesis Framework Elevating Text-to-SQL Models
Shenyang Liu, Saleh Almohaimeed, Liqiang Wang
The existing Text-to-SQL models suffer from a shortage of training data, inhibiting their ability to fully facilitate the applications of SQL queries in new domains. To address thi…
cs.LG2025★ 1 cited
Sigma: A dataset for text-to-code semantic parsing with statistical analysis
Saleh Almohaimeed, Shenyang Liu, May Alsofyani +2
In the domain of semantic parsing, significant progress has been achieved in Text-to-SQL and question-answering tasks, both of which focus on extracting information from data sourc…