The embodiment of the invention provides an entity linking method, an entity linking device, electronic equipment and a medium, belongs to the technical field of multimedia, and aims to improve the performance of entity linking. According to the embodiments of the invention, the method comprises the steps of: receiving a to-be-identified text input by a user, determining a to-be-identified entityword in the to-be-identified text, and searching candidate entry information associated with the to-be-identified entity word from a preset knowledge base; inputting the to-be-identified text, the to-be-identified entity word and the candidate entry information into an entity linking model; encoding the to-be-identified text and the to-be-identified entity word by an encoding part of the entity linking model to obtain the feature vector of the to-be-identified text, encoding each piece of candidate entry information associated with the to-be-identified entity word to obtain the feature vectorof each piece of candidate entry information, calculating the association degree between the feature vector of the to-be-identified text and the feature vector of each piece of candidate entry information, outputting the association degree, and then determining the candidate entry information with the highest association degree as entry information linked to the to-be-identified entity word.