Each of the nodes in this part of the hierarchy is represented by a boolean feature which is set to 1 if that node lies on the path from the root of the hierarchy to a particular semantic class.
for example, the semantic features of a noun in the semantic class organization consists of a vector of 30 features where the features corresponding to the nodes noun, concrete, agent and organization are set to I and all other features are set to 0.