Abstract. The article is devoted to the topical issues of effective application of neural networks in foreign language teaching; it analyses the pedagogical, methodological and psychological potential of exercises, mini- and macro-texts generated with the help of neural networks and the possibilities of their combined integration into the linguodidactic process of foreign language teaching. For accessible interpretation of the studied object such methods as the analysis of lexical-methodological article to determine the dominant lexemes "electronic library", "neural network", "artificial intelligence"; pedagogical monitoring (experimentation of skills and difficulties in the formation of language and speech experiences of students, ways of their solution); modelling of practical tasks and exercises are applied.