They have been used for both rule-based (Taboada et al., 2011) and unsupervised (Turney, 2002; Hu and Liu, 2004; or supervised<cite> (Mohammad et al., 2013</cite>; Tang et al., 2014b; Vo and Zhang, 2015) machine-learning-based sentiment analysis.