Emoji-based Fine-grained Attention Network for Sentiment Analysis in the Microblog Comments. (arXiv:2206.12262v1 [cs.CL])

Microblogs have become a social platform for people to express their emotions
in real-time, and it is a trend to analyze user emotional tendencies from the
information on Microblogs. The dynamic features of emojis can affect the
sentiment polarity of microblog texts. Since existing models seldom consider
the diversity of emoji sentiment polarity,the paper propose a microblog
sentiment classification model based on ALBERT-FAET. We obtain text embedding
via ALBERT pretraining model and learn the inter-emoji embedding with an
attention-based LSTM …

analysis arxiv attention emoji network sentiment sentiment analysis