Named Entity Recognition On Conll 2003 German
评估指标
F1
评测结果
各个模型在此基准测试上的表现结果
模型名称 | F1 | Paper Title | Repository |
|---|---|---|---|
| FLERT XLM-R | 88.34 | FLERT: Document-Level Features for Named Entity Recognition | - |
| Biaffine-NER | 86.4 | Named Entity Recognition as Dependency Parsing | |
| ACE | 87.0 | Automated Concatenation of Embeddings for Structured Prediction | |
| ACE + document-context | 88.38 | Automated Concatenation of Embeddings for Structured Prediction | |
| Cross-sentence context (CMV) | 87.31 | Exploring Cross-sentence Contexts for Named Entity Recognition with BERT | |
| Straková et al., 2019 | 85.1 | Neural Architectures for Nested NER through Linearization |
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