Probase

Probase is a probabilistic knowledge base and it contains millions of entities and concepts. One of the advantages of Probase is that in comparison with the well-known knowledge bases, such as WordNet or Yago, it has high taxonomy coverage of texts, which enables it to understand the semantic meaning of the text more thoroughly.