Abstract: The present disclosure provides a language model based writing aid method, apparatus and system. The method includes: a server acquiring original text, where the original text may be writing text already generated and/or user input text; the server inputting the original text into a language model to generate a preset number of pieces of writing text, where the writing text and the original text have a correlation; the server sending the preset number of pieces of writing text to a frontend interface. The method of the present disclosure enables a computer to aide a user in text creating so that intelligence for writing aid is improved.

Abstract: The present disclosure provides a language model based writing aid method, apparatus and system. The method includes: a server acquiring original text, where the original text may be writing text already generated and/or user input text; the server inputting the original text into a language model to generate a preset number of pieces of writing text, where the writing text and the original text have a correlation; the server sending the preset number of pieces of writing text to a frontend interface. The method of the present disclosure enables a computer to aide a user in text creating so that intelligence for writing aid is improved.

Abstract: A video summary generation method and apparatus, an electronic device, and a computer storage medium are provided. The method includes: performing feature extraction on each shot in a shot sequence of a video stream to be processed, to obtain an image feature of the shot, each shot including at least one frame of video image; obtaining a global feature of the shot according to all image features of the shot; determining a weight of the shot according to the image feature of the shot and the global feature; and obtaining a video summary of the video stream to be processed based on the weight of the shot.