Most work on building knowledge bases has focused on collecting entities and facts from as large a collection of documents as possible. We argue for and describe a new paradigm where the focus is on a high-recall extraction over a small collection of
documents under the supervision of a human expert, that we call Interactive Knowledge Base Population (IKBP).
