The invention discloses a text abstract generation method, an intelligent terminal and a storage medium, and the method comprises the steps: obtaining the input information of an abstract to be generated, and converting the input information into digital vector data; Inputting the digital vector data into a bidirectional recurrent neural network for operation through an encoder, and outputting sentences to a selection gate network to generate a new gate state sequence; Adding a Gaussian window to the gate state sequence output in the selection gate network through the attention layer, performing calculating to obtain a vector containing context information at the current moment, and outputting the vector to a decoder; And generating an output result with the highest prediction probabilitycorresponding to a real training result by decoding through a decoder, and taking the output result as the abstract of the input information. The text abstract is rapidly and accurately generated according to the requirements of the user, the purpose of accurately expressing the article can be achieved, the reading habit of the user is better met, and the user can rapidly obtain the main information of the article according to the text abstract.