1 In Section 2, we defined semantic content as a notion encompassing various referential properties, including a basic concept of extension in cases where it is applicable.
for our experiments, we only keep the first letter of each part-of-speech tag, thus obtaining broad categories such as N or V. furthermore, we only retain words in the following categories: nouns, verbs, adjectives and adverbs (punctuation is ignored).