Temporal Tagging On Tempeval 3
المقاييس
Strict Detection (Pr.)
Strict Detection (Re.)
Relaxed Detection (F1)
Relaxed Detection (Pr.)
Relaxed Detection (Re.)
Strict Detection (F1)
Type
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
اسم النموذج | Strict Detection (Pr.) | Strict Detection (Re.) | Relaxed Detection (F1) | Relaxed Detection (Pr.) | Relaxed Detection (Re.) | Strict Detection (F1) | Type | Paper Title | Repository |
|---|---|---|---|---|---|---|---|---|---|
| BERT-base | 81.83 | 79.56 | 90.08 | 91.37 | 88.84 | 80.67 | 82.00 | BERT got a Date: Introducing Transformers to Temporal Tagging | |
| B2B | 94.11 | 81.01 | 92.52 | 100 | 86.09 | 87.07 | 83.79 | BERT got a Date: Introducing Transformers to Temporal Tagging | |
| DateBERT | 82.72 | 85.79 | 92.60 | 90.95 | 94.35 | 84.21 | 86.21 | BERT got a Date: Introducing Transformers to Temporal Tagging | |
| R2R | 96.37 | 96.37 | 100 | 100 | 100 | 96.37 | 90.43 | BERT got a Date: Introducing Transformers to Temporal Tagging | |
| Lange et al. | - | - | - | - | - | - | - | Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text | - |
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