Use of the second text discourages this so that both the encoder and decoder are trained on text from the target domain (enabling use of an expanded, joint vocabulary trained on both source and target) to learn its style and vocabulary.
the artificial titles will generally be different from the real titles, which may lead to lower summarization performance.