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cs.AI2026
Are LLMs Overkill for Databases?: A Study on the Finiteness of SQL
Yue Li, David Mimno, Unso Eun Seo Jo
Translating natural language to SQL for data retrieval has become more accessible thanks to code generation LLMs. But how hard is it to generate SQL code? While databases can becom…
cs.AI2024
RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model
Peiwen Li, Xin Wang, Zeyang Zhang +6
In the field of Artificial Intelligence for Information Technology Operations, causal discovery is pivotal for operation and maintenance of graph construction, facilitating downstr…