An interesting difference in the performance for Spanish and English is that shortest path generates more grammatical sentences than the improved version of it.
the price for higher grammaticality scores is a huge drop in informativity: half of such summaries are not related to the main theme at all, whereas 40% of the summaries generated by the improved version got the highest rating.