AI RESEARCH
Semantic Triplet Restoration: A Novel Protocol for Hierarchical Table Understanding in Large Language Models
arXiv CS.CL
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ArXi:2605.31550v1 Announce Type: new Table question answering requires models to recover semantic relations encoded implicitly by two-dimensional layout, merged cells, and hierarchical headers. Current pipelines typically use HTML or Markdown as intermediate table representations, but these layout-oriented serializations