However, unlike in the case of ad hoc retrieval, we do not really have a query describing the impact of the paper; instead, we have a lot of citation contexts that can be used to infer information about the query.
the main challenge in impact summarization is to effectively construct a "virtual impact query" based on the citation contexts.