Generalizing Natural Language Analysis through Span-relation Representations

Benchmark Model Rank Results
constituency-parsing-on-penn-treebankSpanRel#12F1 score: 95.5
dependency-parsing-on-penn-treebankSpanRel#9LAS: 94.70UAS: 96.44
named-entity-recognition-ner-on-conll-2003SpanRel#44F1: 92.2
part-of-speech-tagging-on-penn-treebankSpanRel#5Accuracy: 97.7
relation-extraction-on-semeval-2010-task-8SpanRel#12F1: 87.4
semantic-role-labeling-predicted-predicates-1SpanRel#5F1: 82.4