Fine-tuning BERT on Reddit upvote labels yields 72.4% accuracy on held-out r/Jokes jokes and F1 of 93.1% on puns and 98.6% on short jokes, outperforming prior humor-detection models.
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Humor Detection: A Transformer Gets the Last Laugh
Fine-tuning BERT on Reddit upvote labels yields 72.4% accuracy on held-out r/Jokes jokes and F1 of 93.1% on puns and 98.6% on short jokes, outperforming prior humor-detection models.