Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments

Benchmark Model Rank Results
semantic-role-labeling-on-conll-2005CRF2o + RoBERTa#3F1: 89.54
semantic-role-labeling-on-conll-2005CRF2o + BERT#5F1: 89.03
semantic-role-labeling-on-conll-2005CRF2o#7F1: 87.87
semantic-role-labeling-on-ontonotesCRF2o + RoBERTa#2F1: 88.32
semantic-role-labeling-on-ontonotesCRF2o + BERT#6F1: 87.66
semantic-role-labeling-on-ontonotesCRF2o#14F1: 83.66
semantic-role-labeling-predicted-predicates-1CRF2O + BERT#2F1: 85.45