[PDF] emoji sentiment analysis

Thus, the emojis and emoticons are valuable resources for sentiment analysis. Sentiment analysis is a natural language processing tech- nique used to analyze a text and identify the attitude behind it. In most cases, it will be classified into three categories, positive, neutral, and negative.
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  • How do you handle emojis in sentiment analysis?

    Replace any emojis with the text they represent as emojis or emoticons plays an important role in representing a sentiment.
    Replace contractions with their full forms.
    Remove any URLs present in tweets as they are not significant in sentiment analysis.
    Remove punctuations.

  • What is emoji prediction for sentiment analysis?

    Emoji prediction is a part of sentiment analysis, and sentiment analysis is a good tool used to classify bodies of text.
    Reaction to recent events on social media leads to understanding public opinions; hence sentiment analysis can be used to analyze these reactions, thus predicting the public's opinion in advance.

  • What is this called ?????

    A trophy given as an recognition of achievement, usually in sports.
    The trophy emoji is a gold cup, with a engraving on the bottom detailing the award.

  • What is this called ?????

    However, common encoders like BERT (both base and large versions), DistilBERT, and ALBERT nearly do not support any emoji.31 jan. 2023

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