We compare with dTrans as it also utilizes knowledge from document corpora for improving AS performance, which achieves state-of-the-art results.
we compare with the following pipeline methods: CMLA-ALSTM, CMLA-dTrans, DECNN-ALSTM, and DECNN-dTrans.