  Researchers and students face an explosion of newly published papers which
may be relevant to their work. This led to a trend of sharing human summaries
of scientific papers. We analyze the summaries shared in one of these platforms
Shortscience.org. The goal is to characterize human summaries of scientific
papers, and use some of the insights obtained to improve and adapt existing
automatic summarization systems to the domain of scientific papers.
