Finally, while content words are the dimensions required by the semantic space of nouns to better picture them, verbs require to also consider function words.
to distinguish negative from positive verbs (in the sense of sentiment analysis) a major role is played by grammatical words like coordination, pronouns, and prepositions; whereas adverbs seems to be more relevant for recognizing downward entailing verbs.