Text information processing method, device and equipment

The embodiment of the invention provides a text information processing method, device and equipment. The method comprises the steps of obtaining a sentence vector model and a word vector of text information; determining a first parameter matrix and a first word list according to the sentence vector model and the word vector; performing product quantization processing on the first parameter matrix to obtain a quantization coding matrix; compressing the first word list to obtain a compressed word list; processing the text information according to the quantized coding matrix and the compressed word list to obtain a processing result; according to the embodiment of the invention, the model parameter quantity is greatly reduced, the model precision is maintained, and the accuracy loss is small. 本发明的实施例提供一种文本信息的处理方法、装置及设备，所述方法包括：获取文本信息的句向量模型和词向量；根据所述句向量模型和词向量，确定第一参数矩阵和第一词表；对所述第一参数矩阵进行乘积量化处理，得到量化编码矩阵；对所述第一词表进行压缩处理，得到压缩词表；根据所述量化编码矩阵和所述压缩词表，对所述文本信息进行处理，得到处理结果；本发明的实施例大大降低了模型参数量，同时保持模型精度，准确率损失少。