From Prompts to Trees: Effective LLM-Guided Tree Generation for Few-Shot Tabular Classification.

arXiv:2610.10227v1 Announce Type: cross Abstract: While Large Language Models (LLMs) possess rich world knowledge and impressive generalization capabilities, their direct application to tabular data classification is hindered by high inference costs and limite