While there has been tremendous progress in automatic database population in recent
years, most of human knowledge does not naturally fit into a database form. For example …

Knowledge base construction (KBC) is the process of populating a knowledge base, ie, a
relational database together with inference rules, with information extracted from documents …

Having galned some experience with knowledge-based systems (eg,[a),[9],[1 l]), our
aspirations are growing. Future systems (for VLSI design, office automation, etc.) will have to …

Abstract Knowledge compilation is an AI technique for addressing computationally
demanding reasoning problems. In this paper we survey recent results in knowledge …

A fundamental shift in the preferred approach to building applied artificial intelligence (AI)
systems has taken place since the late 1960s. Previous work focused on the construction of …

Creating a knowledge base that is accurate, up-to-date and complete remains a significant
challenge despite substantial efforts in automated knowledge base construction. In this …

Considerable attention has recently been devoted to the problem of automatically extending
knowledge bases by applying some form of inductive reasoning. While the vast majority of …

Successful approaches to developing knowledge acquisition tools use expectations of what
the user has to add or may want to add, based on how new knowledge fits within a …

Our long-term interest is in machines that contain large amounts of general and scientific
knowledge, stored in a" computable" form that supports reasoning and explanation. As a …

Abstract Knowledge bases (KBs) are often greatly incomplete, necessitating a demand for
KB completion. A promising approach is to embed KBs into latent spaces and make …