Are Emojis Predictable?

@inproceedings{Barbieri2017AreEP,
  title={Are Emojis Predictable?},
  author={Francesco Barbieri and Miguel Ballesteros and Horacio Saggion},
  booktitle={EACL},
  year={2017}
}
Emojis are ideograms which are naturally combined with plain text to visually complement or condense the meaning of a message. Despite being widely used in social media, their underlying semantics have received little attention from a Natural Language Processing standpoint. In this paper, we investigate the relation between words and emojis, studying the novel task of predicting which emojis are evoked by text-based tweet messages. We train several models based on Long Short-Term Memory… CONTINUE READING

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