Dark Humor Internet Memes

Detecting Dark Humor in Internet Memes

• How "offensiveness" is the meme?
  • 

4-point Dark Humor Scale	Dark Humor degree
Not dark humor, very safe joke	0
Slight dark humor	1
Very dark humor	2
Offensive humor, purely offensive, not a joke	3

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• All the required code and data to identify a dark humor category (ranging from 0 to 3) on each meme.
• All of the internet memes studied in this project are in Anno-1000.xlsx. (A total of 1002 memes)
• All the embeddings are stored in numpy arrays (.npy files under data folder)
• Statistics on annotation is in Annotation-v2.ipynb
• Identify a dark humor category with SVM, LR, RF, MLP is in Multiclass_classification.ipynb