The invention discloses a named entity recognition method, electronic equipment and a computer storage medium, and the method comprises the steps: obtaining each character and an initial character vector of each character contained in an original text, and obtaining each segmented word and an initial word vector of each segmented word contained in the original text; determining a semantic word vector of each character according to the initial word vector of each character and the context information of each character in the original text; determining a semantic word vector of each segmented word according to the initial word vector of each segmented word and the context information of each segmented word in the original text; determining a first entity identification result corresponding to the semantic word vector of each character and a second entity identification result corresponding to the semantic word vector of each segmented word; and identifying named entities contained in theoriginal text according to the first entity identification result and the second entity identification result. According to the method, a more accurate identification result can be obtained, and an identification error caused by a small amount of information of the word vector is avoided.