作者位次 #5/8ACL 2026Poster· Natural Language Processing
Learning from Near-Misses: Error-Aware Contrastive Few-Shot Learning for NL 2 F ormula
Zhihao Shuai · Yiyun Chen · Maolin Ma · Yutong Chen · Hanjia Qiu · Jing Xu · Ziye Chen · Weikai Yang
摘要
Natural Language to Excel Formula (NL2Formula) translates user intent into executable spreadsheet formulas. However, current models often produce near-miss outputs—formulas that parse correctly yet fail at execution due to an incorrect function, operator, or reference. Through a systematic error...