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cs.LG2026
Segment-driven Structural Induction and Semantic Alignment for Heterogeneous Tabular Representation
Woojun Jung, Susik Yoon
Real-world domains often contain heterogeneous tables whose headers vary while their underlying attribute semantics are shared, making it difficult to induce domain-specialized sem…
cs.LG2025
Multi-level Diagnosis and Evaluation for Robust Tabular Feature Engineering with Large Language Models
Yebin Lim, Susik Yoon
Recent advancements in large language models (LLMs) have shown promise in feature engineering for tabular data, but concerns about their reliability persist, especially due to vari…