There has been considerable amount of work on Named Entity Recognition (NER) (Collins and Singer, 1999;Tjong Kim Sang and De Meulder, 2003;Ratinov and Roth, 2009;, which classifies entity mentions into a small set of mutually exclusive types, such as Person, Location, Organization and Misc.
we illustrate this through an example in Figure 1.