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Citation Intent Classification On Acl Arc
평가 지표
Macro-F1
평가 결과
이 벤치마크에서 각 모델의 성능 결과
| Paper Title | ||
|---|---|---|
| CitePrompt | 68.39 | CitePrompt: Using Prompts to Identify Citation Intent in Scientific Papers |
| Structural-scaffolds | 67.9 | Structural Scaffolds for Citation Intent Classification in Scientific Publications |
| BiLSTM-Attention + ELMo | 54.6 | Deep contextualized word representations |
| Feature-rich Random Forest | 53.0 | - |
| BiLSTM-Attention | 51.8 | - |
| SVM | 41.0 | - |
| VarMAE | Not reported | VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding |
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