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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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Wedi'i Gadw mewn:
Prif Awduron: Komal Rani Narejo, Hongying Zan, Dina Oralbekova, Kheem Parkash Dharmani, Mamyrbayev Orken, Kuralai Mukhsina
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: IEEE 2024-01-01
Cyfres:IEEE Access
Pynciau:
Urdu tweets
sentiment analysis
fine-tuning
emojis
multilingual BERT
XLM-RoBERTa
Mynediad Ar-lein:https://ieeexplore.ieee.org/document/10643088/
Tagiau: Ychwanegu Tag
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