For instance, similarity judgements (paraphrases) or inference relations have been used as prediction tasks, and the resulting embeddings perform well in practice, even when the representations are transfered to other semantic tasks (Conneau et al., 2017).
out of the 42 single word PDTB markers that precede a comma, 31 were found by our rule.