Introduced by Demszky et al. in GoEmotions: A Dataset of Fine-Grained Emotions

GoEmotions is a corpus of 58k carefully curated comments extracted from Reddit, with human annotations to 27 emotion categories or Neutral.

  • Number of examples: 58,009.
  • Number of labels: 27 + Neutral.
  • Maximum sequence length in training and evaluation datasets: 30.

On top of the raw data, the dataset also includes a version filtered based on reter-agreement, which contains a train/test/validation split:

  • Size of training dataset: 43,410.
  • Size of test dataset: 5,427.
  • Size of validation dataset: 5,426.

The emotion categories are: admiration, amusement, anger, annoyance, approval, caring, confusion, curiosity, desire, disappointment, disapproval, disgust, embarrassment, excitement, fear, gratitude, grief, joy, love, nervousness, optimism, pride, realization, relief, remorse, sadness, surprise.

Source: Google Research


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