Shu Zhao

Focus on Evidence: Relational-Structure Enhances LLM Effectiveness in TableQA

Table Question Answering (TableQA) requires reasoning over natural language questions and structured tables, and remains challenging due to noisy evidence and complex multi-step reasoning. Recent Large Language Model (LLM)-based approaches typically adopt decomposition–reasoning–validation pipelines that combine Chain-...