Sarcasm and Sentiment Detection In Arabic Tweets Using BERT-based Models and Data Augmentation
Sarcasm and Sentiment Detection In Arabic Tweets Using BERT-based Models and Data Augmentation
Abeer Abuzayed,H. Al-Khalifa
2021 · DBLP: conf/wanlp/AbuzayedA21
Workshop on Arabic Natural Language Processing · 48 Citations
TLDR
For both tasks, the MARBERT BERT-based model with data augmentation outperformed other models with an increase of the F-score by 15% for both tasks which shows the effectiveness of the approach.