Text recognition model training method and device, text recognition method and device and medium

The embodiment of the invention discloses a text recognition model training method, a text recognition method, a text recognition device and a medium. The text recognition model training method comprises the steps of obtaining to-be-processed short text training data; generating a text vector sequence according to the to-be-processed short text training data; performing sequence feature extraction processing on the text vector sequence to obtain a sequence feature extraction result, and determining the sequence feature extraction result as a short text classification result, wherein the short text classification result comprises a first short text classification label and a first label probability; performing entity feature extraction processing on the sequence feature extraction result to obtain an entity feature extraction result; and training a text recognition model according to a sequence feature extraction result and an entity feature extraction result. According to the technical scheme provided by the