Classifying stance involves identifying a holistic subjective disposition, beyond the word or sentence (Lin et al., 2006; Malouf and Mullen, 2008; Greene and Resnik, 2009; Somasundaran and Wiebe, 2009;<cite> Somasundaran and Wiebe, 2010)</cite> .