Enhancing Emoji-Based Sentiment Classification in Urdu Tweets: Fusion Strategies With Multilingual BERT and Emoji Embeddings

X (formerly known as Twitter) is a popular social network with hundreds of millions of users. We emphasize the benefits of using emojis to enhance the comprehension of user sentiment. Our objective was to analyze the sentiments expressed in Urdu language tweets, a task that can be demanding due to t...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Komal Rani Narejo, Hongying Zan, Dina Oralbekova, Kheem Parkash Dharmani, Mamyrbayev Orken, Kuralai Mukhsina
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Urdu tweets sentiment analysis fine-tuning emojis multilingual BERT XLM-RoBERTa
Online Access:	https://ieeexplore.ieee.org/document/10643088/