In general, the goal is incorporating external, holistic knowledge.
for the sentiment composition task that we experiment with in this paper, we leverage two different types of such external knowledge: (1) sentiment of words and ngrams holistically learned from external, larger corpora, and (2) sentiment of words and phrases from human prior, i.e., annotation assigned by human subjects.