Integrating knowledge bases to improve coreference and bridging resolution for the chemical domain

arXiv:2404.10696v1 Announce Type: new
Abstract: 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.

abstract arxiv cs.cl domain domain knowledge knowledge multi-task learning patents process relations resolution type understanding