Cross-domain problem processing method and device, electronic equipment and storage medium

• Main Authors: WU YAXUAN, REN MENGXING, LIU YINGJIAN, PENG FEI
• Format: Patent
• Language: Chinese; English
• Published: 03.10.2023
• Subjects: CALCULATING; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The invention discloses a cross-domain problem processing method and device, electronic equipment and a storage medium, and belongs to the technical field of natural language processing. The method comprises the steps of performing question classification processing on an input question through a preset field word bank of each field and a pre-trained text classification model, and obtaining a field classification result of the input question; and then, taking the field classification result and the input question as input of a preset language processing model, and obtaining an answer corresponding to the input question through the preset language processing model. The method can effectively improve the accuracy of the preset language processing model questions and answers. 本申请公开了一种跨领域问题处理方法、装置、电子设备及存储介质，属于自然语言处理技术领域。所述方法包括：通过基于预设各领域的领域词库和预先训练的文本分类模型，对输入问题进行问题分类处理，获取所述输入问题的领域分类结果；之后，以所述领域分类结果和所述输入问题作为预设语言处理模型的输入，通过所述预设语言处理模型获取所述输入问题对应的答案。本方法可以有效提高预设语言处理模型问答的准确性。