In publisher content texts, it is the advertisement assigned to the desired key words. While the visitor is reading the text s/he is interested in, the advertisement is displayed when s/he comes on the keyword. The advertisements that are displayed are closely related with the meaning.
As they are shown to the visitors who are interested in that keyword only, they provide saving from advertisement space. Text Link Advertisement is very efficient in publisher sites where text content abounds.