"table understanding" Papers

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HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding

Rihui Jin, Yu Li, Guilin Qi et al.

AAAI 2025paperarXiv:2403.19723
5
citations

Improving Table Understanding with LLMs and Entity-Oriented Search

Thi-Nhung Nguyen, Hoang Ngo, Dinh Phung et al.

COLM 2025paper

NeedleInATable: Exploring Long-Context Capability of Large Language Models towards Long-Structured Tables

Lanrui Wang, Mingyu Zheng, Hongyin Tang et al.

NEURIPS 2025posterarXiv:2504.06560
3
citations