To this end, we propose a neural multitask learning framework to incorporate knowledge into citations from the structure of scientific papers.
we propose two auxiliary tasks as structural scaffolds to improve citation intent prediction: 1 (1) predicting the section title in which the citation occurs and (2) predicting whether a sentence needs a citation.