We introduce an attention-based sequence learning model for the task and investigate the effect of encoding sentence-vs. paragraph-level information.
to all previous work, our model does not rely on hand-crafted rules or a sophisticated NLP pipeline; it is instead trainable end-to-end via sequenceto-sequence learning.