SPOT: Knowledge-Enhanced Language Representations for Information Extraction

Benchmark Model Rank Results
relation-extraction-on-semeval-2010-task-8BERT–F1: 89.4
relation-extraction-on-semeval-2010-task-8CorefBERT–F1: 89.2
relation-extraction-on-semeval-2010-task-8KnowBERT–F1: 89.1
relation-extraction-on-semeval-2010-task-8LUKE–F1: 90.3
relation-extraction-on-semeval-2010-task-8RoBERTa–F1: 88.7
relation-extraction-on-semeval-2010-task-8SPOT–F1: 90.6
relation-extraction-on-semeval-2010-task-8SpanBERT–F1: 88.8