We formulate the first sub-problem as a supervised classification task, where we classify the potential keywords as real speculation keywords or not by using a diverse set of linguistic features that represent the contexts of the keywords.
previous studies focus on identifying speculative sentences (Light et al., 2004;Medlock and Briscoe, 2007;Szarvas, 2008;Kilicoglu and Bergler, 2008).