set of texts) that is similar to the corpus to which it is later applied; i.e., it must be of the same language and domain or text type and annotated with the appropriate labels, e.g., "English", "Social Sciences", "scholarly publications" and "named entities" (NE), respectively.
it is important to determine whether the trained model is an adaptation of the original annotated corpora.