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P. P. Agnihotri

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Open access Jul 2026

Beyond Classification: A Multilingual mBERT Framework for Sentiment Analysis, Zero-Shot Categorization, and Severity Assessment on social media

The fine-tuned model is applied for sentiment analysis of tweets from the preprocessed TweetEval dataset, and it is shown that cross-language transfer learning without any preliminary training on multilingual sentiment datasets provides quite satisfactory performance.

S. Nahar, P. P. Agnihotri · 0 citations

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