带复杂计算的金融领域自然语言查询的SQL生成

何佳壕,刘喜平,舒晴,万常选,刘德喜,廖国琼

SQL generation from natural language queries with complex calculations on financial data

Jia-hao HE,Xi-ping LIU,Qing SHU,Chang-xuan WAN,De-xi LIU,Guo-qiong LIAO

表 8 问题分解实验结果对比

Tab.8 Comparison on problem decomposition results

模型 P Re F1 BiLSTM-CRF+Heu 0.816 0.753 0.783 BiLSTM-CRF+Model 0.875 0.837 0.856 BERT-CRF+Heu 0.887 0.852 0.869 BERT-CRF+Model 0.902 0.873 0.887