Semantic parsing method, electronic device and computer program product

• Main Authors: WU ZICHENG, GU HONGYE, ZHANG JIFENG, YU YUANGEN, DENG LEI
• Format: Patent
• Language: Chinese; English
• Published: 29.03.2022
• Subjects: CALCULATING; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The embodiment of the invention relates to a semantic analysis method, electronic equipment and a computer program product. According to the semantic analysis method implemented by the computer provided by the embodiment of the invention, the element extraction model is trained based on the difference between the predicted semantic elements and the marked semantic elements; the clause identification model is trained based on a difference between the predicted conditional clause position and the tagged conditional clause position and a difference between the predicted result clause position and the tagged result clause position. A logical combination model is trained based on differences between the predicted two or more semantic elements and the labeled two or more correlative semantic elements. In this manner, unstructured text may be converted into structured logical statements for processing by a computing device. 本公开的实施例涉及语义解析方法、电子设备和计算机程序产品。在本公开的实施例所提供的计算机实现的语义解析方法中，要素提取模型基于所预测的多个语义要素与经标注的多个语义要素之间的差异被训练，