A Federated Approach to Predicting Emojis in Hindi Tweets. (arXiv:2211.06401v1 [cs.LG])

The use of emojis affords a visual modality to, often private, textual
communication. The task of predicting emojis however provides a challenge for
machine learning as emoji use tends to cluster into the frequently used and the
rarely used emojis. Much of the machine learning research on emoji use has
focused on high resource languages and has conceptualised the task of
predicting emojis around traditional server-side machine learning approaches.
However, traditional machine learning approaches for private communication can
introduce privacy …

arxiv hindi