A method and apparatus for recognizing Chinese grammatical errors, a computer device and a computer storage medium. The method comprises: acquiring speech to be recognized (S101); calculating an initial feature group corresponding to each word in the speech to be recognized (S102); inputting the initial feature group into a bidirectional recurrent neural network to obtain intermediate features (S103); splicing the intermediate feature corresponding to each word according to the order of the words in the speech to be recognized so as to obtain result features (S104); inputting the result features into an LR classifier to obtain a recognition indicator of the speech to be recognized (S105), wherein the recognition indicator is used to characterize the probability that the speech to be recognized comprises a grammatical error; and according to the recognition indicator, determining whether the speech to be recognized comprises a grammatical error (S106). By using the described method, the accuracy of recognizing Chinese grammatical errors may be improved.
METHOD AND APPARATUS FOR RECOGNIZING CHINESE GRAMMATICAL ERRORS, COMPUTER DEVICE AND STORAGE MEDIUM