UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition

Benchmark Model Rank Results
named-entity-recognition-ner-on-bc5cdrUniNER-7B#9F1: 89.34
named-entity-recognition-on-ace-2005UniNER-7B#8F1: 86.69
named-entity-recognition-on-anatemUniNER-7B#2F1: 88.65
named-entity-recognition-on-bc2gmUniNER-7B#13F1: 82.42
named-entity-recognition-on-bc4chemdUniNER-7B#6F1: 89.21
named-entity-recognition-on-conll03UniNER-7B#1F1: 93.3
named-entity-recognition-on-findvehicleUniNER-7B#3F1: 98.3
named-entity-recognition-on-geniaUniNER-7B#5F1: 77.54