Can I read Analyzing Gender Polarity in Short Social Media Texts with BERT: The Role of Emojis and Emoticons on EtoBox?

Analyzing Gender Polarity in Short Social Media Texts with BERT: The Role of Emojis and Emoticons by Jazi, Saba Yousefian; Mirzaeinia, Amir; Jazi, Sina Yousefian is a scholarly article available to read on EtoBox.

What is Analyzing Gender Polarity in Short Social Media Texts with BERT: The Role of Emojis and Emoticons about?

In this effort we fine tuned different models based on BERT to detect the gender polarity of twitter accounts. We specially focused on analyzing the effect of using emojis and emoticons in performance of our model in classifying task. We were able to demonstrate that the use of these none word inputs alongside the mention of other accounts in a short text format like tweet has an impact in detecting the account holder's gender.

Author

Jazi, Saba Yousefian; Mirzaeinia, Amir; Jazi, Sina Yousefian

Published

2024

Language

EN