We will use r to denote the sentence similarity for an input x.
the prediction problem is the following: Given a pair of chunked sentences x = (s, t), predict the alignment y, the alignment similarities z and the sentence similarity r. Note that this problem definition integrates the canonical semantic textual similarity task (only predicting r) and its interpretable variant (predicting both y and z) into a single task.