Our approach falls within these two lines of research; it uses a graph structure to model the geometry of the data points (the words in a text) and a knowledge base to extract the senses of each word and to compute the similarity among them.
in fact, the mentions are not explicit and require the use of common knowledge to identify their intended meaning.