Before revision: Knowledge bases (KBs) , pragmatic collections of knowledge about notable entities , are an important asset in applications such as search, question answering and dialogue.
After revision: Knowledge bases (KBs) about notable entities , are an important asset in applications such as search, question answering and dialogue.