Despite its apparent difficulty, there is reason to be hopeful for text-to-text generation techniques even in such a scenario.
we showed in earlier work that almost all of the caseframes, or pairs of governors and relations, in humanwritten summaries can be found in the source text or in a small set of additional related articles that belong to the same domain as the source text (e.g., natural disasters) (Cheung and Penn, 2013).