Chongyang Yu

SemTabla: A Human-in-the-Loop Framework for Semantic Enrichment and Validation of Data Tables

Data tables are widely used to record critical information, enabling decision-makers to derive insights through table question answering (Table QA). However, the metadata from table schemas alone often fail to capture the underlying business semantics embedded in the tabular data, leading to reasoning errors. Existing…