AHC

HumorClassifier

CNN

50 epoch

dev set:

precision: 0.965897 recall: 0.839226 fscore: 0.898117

test set:

precision: 0.966439 recall: 0.833505 fscore: 0.895063

BERT (state-of-the-art)

5 epoch

dev set:

precision: 0.976429 recall: 0.940221 fscore: 0.957983

test set:

precision: 0.977595 recall: 0.936872 fscore: 0.956800