Most previous work is centered around a given sentiment lexicon or building one via heuristics (Kim and Hovy, 2007;Esuli and Sebastiani, 2007), manual annotation (Das and Chen, 2001) or machine learning techniques (Turney, 2002).
we do not require an initial or constructed sentiment lexicon of positive and negative words.