Papers by Mahyar Habibi
DADIT: A Dataset for Demographic Classification of Italian Twitter Users and a Comparison of Prediction Methods (2024.lrec-main)
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| Challenge: | Social scientists increasingly use demographically stratified social media data to study attitudes, beliefs, and behavior of the general public. |
| Approach: | They validated the DADIT dataset of 30M tweets of 20k Italian Twitter users, along with their bios and profile pictures. |
| Outcome: | The best XLM-based classifier improves upon the commonly used competitor M3 by up to 53% F1. |