If reference simplifications are not available, a possible approach is to evaluate the simplicity of the simplified output sentence by itself, or compare it to the one from the original sentence. Most approaches in this line of research attempt to classify a given sentence into categories that define its simplicity by extracting several features from the sentence and training a classification model.