By definition, the impact of a paper has to be judged based on the consent of research community, especially by people who cited it.
in order to generate an impact-based summary, we must use not only the original content, but also the descriptions of that paper provided in papers which cited it, making it a challenging task and different from a regular summarization setup such as news summarization.