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uitm

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Multilingual sentiment analysis of 248,858 Google Play reviews across 5 leading Malaysian e-wallet and digital banking apps, comparing a rule-based VADER baseline against a multilingual transformer (XLM-RoBERTa) for production-grade sentiment classification on real-world bilingual data.

  • Updated Jun 6, 2026
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