Humor Detection On 200K Short Texts For Humor 1

F1-score

Results

Performance results of various models on this benchmark

		Paper Title
ColBERT model	0.982	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
SVM	0.874	ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor
XGBoost	0.813	XGBoost: A Scalable Tree Boosting System
Decision Tree	0.794	ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor

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