The paper introduces a program of an automatic retrieval of phrasemes in morphologically annotated corpora. It compares the results of the automatic retrieval and identification of idiomatic expressions and word collocations in authors' corpora, together with the corpus of totalitarianism and the SYN2010 corpus of contemporary Czech.