Going out on a limb: Joint Extraction of Entity Mentions and Relations without Dependency Trees

Benchmark Model Rank Results
relation-extraction-on-ace-2004AttentionRE+ Micro F1: 45.7NER Micro F1: 79.6Cross Sentence: No
relation-extraction-on-ace-2005AttentionRE Micro F1: 55.9RE+ Micro F1: 53.6NER Micro F1: 82.6