Risk early warning method and device, computer equipment and storage medium

The invention relates to a risk early warning method and device, computer equipment, a storage medium and a computer program product, which can be used in the technical field of artificial intelligence to improve the accuracy of risk early warning. The method comprises the following steps: encoding a financial news text to obtain a text vector of the financial news text; performing entity labeling processing on the text vector to obtain a head entity of the financial news text; performing relation extraction processing on the head entity to obtain a tail entity corresponding to the head entity; and obtaining risk early warning information of the financial news text according to the head entity and the tail entity. 本申请涉及一种风险预警方法、装置、计算机设备、存储介质和计算机程序产品，可用于人工智能技术领域，以提升风险预警的精确度。所述方法包括：对金融新闻文本进行编码处理，得到所述金融新闻文本的文本向量；对所述文本向量进行实体标注处理，得到所述金融新闻文本的头实体；对所述头实体进行关系抽取处理，得到所述头实体对应的尾实体；根据所述头实体和所述尾实体，得到所述金融新闻文本的风险预警信息。