Several errors are due to lack of information in WordNet, For example, Leonhard Euler was a mathematician and physicist, however, in WordNet, he is classified as physicist, and our system classifies him as mathematician.
for simplicity, the algorithm returns a single category per instance, however, the test set contains many entities that are classified in more than one category.