However, these models are still better at capturing syntax than they are at more entityfocused aspects like coreference (Tenney et al., 2019a,b); moreover, existing state-of-the-art architectures for such tasks often perform well looking at only local entity mentions (Wiseman et al., 2016;Lee et al., 2017;Peters et al., 2017) rather than forming truly global entity representations (Rahman and Ng, 2009;.
this includes the entity specific MRC models, EntNet (Henaff et al., 2017), QRN (Seo et al., 2017), and KG-MRC (Das et al., 2019).