LYNX: Analytical Program Synthesis via Grounding and Closed-Loop Refinement
LLM-powered data analytics aims to translate natural language instructions into executable analytical programs over underlying data. However, existing approaches, whether treating LLMs as intent-to-code translators or as standalone analytical engines, often fail to reliably align domain semantics with complex schemas a...
Rui-Chen Xia, Xiao-Chuan Han, Ding-Yu Yang et al.
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