2026
Segment-driven Structural Induction and Semantic Alignment for Heterogeneous Tabular Representation
ICML 2026poster
Tabular data within a domain often exhibit heterogeneous schemas yet shared semantics, posing a key challenge: determining what should remain invariant across tables and what should preserve instance-level distinctions. Existing token- or row-centric encoders conflate these roles, leading to schema …