作者位次 #3/7ACL 2026Poster· Natural Language Processing
AFT -Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns
Yuhao Zhang · Liang Yan · Shaoming Duan · Xinyu Zha · Jinhang Su · Peiyi Han · Chuanyi Liu
摘要
Traditional tabular data synthesis methods often overlook the cross-modal heterogeneity of real-world tables, where structured continuous and discrete attributes coexist with unstructured long-text columns. Existing synthesis approaches struggle to simultaneously achieve accurate statistical fide...