Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders

Benchmark Model Rank Results
relation-extraction-on-ace-2004Table-Sequence#4RE+ Micro F1: 59.6RE Micro F1: 63.3NER Micro F1: 88.6
relation-extraction-on-ace-2005Table-Sequence#6RE Micro F1: 67.6RE+ Micro F1: 64.3NER Micro F1: 89.5
relation-extraction-on-ade-corpusTable-Sequence#8RE+ Macro F1: 80.1RE Macro F1: 80.1NER Macro F1: 89.7
relation-extraction-on-conll04Table-Sequence#2RE+ Macro F1: 75.4RE+ Micro F1: 73.6NER Macro F1: 86.9
zero-shot-relation-triplet-extraction-on-fewrelTableSequence#3Avg. F1: 6.37