Integrating knowledge bases to improve coreference and bridging
  resolution for the chemical domain
Pengcheng Lu Massimo Poesio
Resolving coreference and bridging relations in chemical patents is important
for better understanding the precise chemical process, where chemical domain
knowledge is very critical. We proposed an approach incorporating external
knowledge into a multi-task learning model for both coreference and bridging
resolution in the chemical domain. The results show that integrating external
knowledge can benefit both chemical coreference and bridging resolution.