| Paper | Code | F1 | ModelName | ReleaseDate |
|---|---|---|---|---|
| Automated Concatenation of Embeddings for Structured Prediction | ✓ Link | 95.9 | ACE + document-context | 2020-10-10 |
| Automated Concatenation of Embeddings for Structured Prediction | ✓ Link | 91.7 | ACE | 2020-10-10 |
| Named Entity Recognition as Dependency Parsing | ✓ Link | 90.3 | Biaffine-NER | 2020-05-14 |
| FLERT: Document-Level Features for Named Entity Recognition | ✓ Link | 90.14 | FLERT XLM-R | 2020-11-13 |
| Neural Architectures for Nested NER through Linearization | ✓ Link | 88.8 | Straková et al., 2019 | 2019-08-19 |
| Exploring Cross-sentence Contexts for Named Entity Recognition with BERT | ✓ Link | 88.32 | Cross-sentence context (CMV) | 2020-06-02 |