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20242026
most citedA Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going?

50 citations · 69 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.DB2025★ 1 cited

A Survey of Data Agents: Emerging Paradigm or Overstated Hype?

Yizhang Zhu, Liangwei Wang, Chenyu Yang +22

The rapid advancement of large language models (LLMs) has spurred the emergence of data agents, autonomous systems designed to orchestrate Data + AI ecosystems for tackling complex…

cs.DB2025★ 17 cited

NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation

Xinyu Liu, Shuyu Shen, Boyan Li +2

Natural Language to SQL (i.e., NL2SQL) translation is crucial for democratizing database access, but even state-of-the-art models frequently generate semantically incorrect SQL que…