Named Entity Recognition On Conll 2002
평가 지표
F1
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | F1 | Paper Title | Repository |
|---|---|---|---|
| Biaffine-NER | 90.3 | Named Entity Recognition as Dependency Parsing | |
| Straková et al., 2019 | 88.8 | Neural Architectures for Nested NER through Linearization | |
| FLERT XLM-R | 90.14 | FLERT: Document-Level Features for Named Entity Recognition | - |
| ACE | 91.7 | Automated Concatenation of Embeddings for Structured Prediction | |
| Cross-sentence context (CMV) | 88.32 | Exploring Cross-sentence Contexts for Named Entity Recognition with BERT | |
| ACE + document-context | 95.9 | Automated Concatenation of Embeddings for Structured Prediction |
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