Semantic Triplet Restoration: A Novel Protocol for Hierarchical Table Understanding in Large Language Models 事件

Semantic Triplet Restoration: A Novel Protocol for Hierarchical Table Understanding in Large Language Models arXiv:2605.31550v1 Announce Type: new Abstract: 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 introduce markup overhead and require large language mod