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20242026
most citedLarge Language Model Enhanced Text-to-SQL Generation: A Survey

6 citations · 6 across the 11 of their papers we have counts for

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cs.DB2024★ 6 cited

Large Language Model Enhanced Text-to-SQL Generation: A Survey

Xiaohu Zhu, Qian Li, Lizhen Cui +1

Text-to-SQL translates natural language queries into Structured Query Language (SQL) commands, enabling users to interact with databases using natural language. Essentially, the te…

cs.LG2024

HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy

Yongkang Liu, Yiqun Zhang, Qian Li +5

Full-parameter fine-tuning has become the go-to choice for adapting language models (LMs) to downstream tasks due to its excellent performance. As LMs grow in size, fine-tuning the…