Farseen Shaikh

Can LLMs Self-Correct Table Reasoning Errors?

Structured Self-Correction (SSC) is proposed, a table-specific verification chain that guides models through cell verification, computation checking, logic validation, and completeness assessment, indicating that mode robustness itself is model-dependent.