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Interpretable Column Annotation with LLM-Symbolized Decision Process Materialization

arXiv cs.CL ↗ · 2026-07-29 Cached

Proposes SymCA, an interpretable column annotation framework using LLMs to materialize annotation as a global-to-local symbolic decision process, achieving significant accuracy improvements over baselines.

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