| Paper | Code | F1 | ModelName | ReleaseDate |
|---|---|---|---|---|
| Enhancing Label Consistency on Document-level Named Entity Recognition | ✓ Link | 83.5 | ConNER | 2022-10-24 |
| UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition | ✓ Link | 88.65 | UniNER-7B | 2023-08-07 |
| Biomedical Named Entity Recognition at Scale | ✓ Link | 89.13 | BLSTM-CNN-Char (SparkNLP) | 2020-11-12 |
| []() | 91.08 | aimped | ||
| Accurate clinical and biomedical Named entity recognition at scale00079-3/fulltext) | ✓ Link | 91.65 | BertForTokenClassification (Spark NLP) | 2022-07-19 |