Here we follow (Medlock and Briscoe, 2007) and treat the identification of speculative language as the classification of sentences for either speculative or non-speculative assertions, and extend their methodology in several ways.
given labeled sets S spec and S nspec the task is to train a model that, for each sentence s, is capable of deciding whether a previously unseen s is speculative or not.