Humor Detection On 200K Short Texts For Humor 1
评估指标
F1-score
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-score | Paper Title | Repository |
|---|---|---|---|
| XGBoost | 0.813 | XGBoost: A Scalable Tree Boosting System | - |
| SVM | 0.874 | ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor | - |
| ColBERT model | 0.982 | ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor | - |
| Decision Tree | 0.794 | ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor | - |
| XLNet Large Cased | 0.920 | XLNet: Generalized Autoregressive Pretraining for Language Understanding | - |
| Multinomial NB | 0.882 | ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor | - |
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