We explored incorporating two subjectivity lexicons as prior knowledge for subjLDA model learning, namely, the subjClue 3 and SentiWordNet 4 lexicons.
to most of the existing approaches requiring labelled corpora or linguistic pattern extraction, we view this problem as weakly-supervised generative model learning where the only input to the model is a small amount of domain independent subjective/neutral words.