Humor Detection On 200K Short Texts For Humor 1
Metrics
F1-score
Results
Performance results of various models on this benchmark
Model Name | 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 | - |
0 of 6 row(s) selected.