DeepTable: Structural Attention Biases and Tree Path Encoding for Hierarchical Table Understanding

Jyun-Ying Yen, Cheng-Kuan Lin, Yu-Chee Tseng

Large language models (LLMs) have demonstrated strong performance in table understanding. However, they typically process table content and headers as linearized token sequences. T…