NER and NEL have been actively researched topics for decades (Finkel and Manning, 2009;Ratinov and Roth, 2009;Ritter et al., 2011;Derczynski et al., 2015; Nitish Gupta and Roth, 2017).
and MISC, we map the specific gold standard label to these four types for the evaluation.