Below we illustrate some examples where the use of similarity is not always the best choice to compute relevance.
in Example 3 we notice that machines are not aware of the fact that Japan's scientific research program is called JARPA II, while in Example 4 machines do not understand that the "rescued whales" were stranded about 200 meters from the shore.