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
· International Journal of Sci... · 0 citations