Given that emojis may also mislead humans (Miller et al., 2017), the automated prediction of emojis may help to achieve better language understanding.
by modeling the semantics of emojis, we can improve highly-subjective tasks like sentiment analysis, emotion recognition and irony detection (Felbo et al., 2017).