tokens: Relation extraction (RE) can be categorized by its granularity, such as sentence-level (Doddington et al., 2004; Xu et al., 2016; Wei et al., 2020) and document-level (Gupta et al., 2019; Zhu Early work mainly focuses et al., 2019).