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Mohd. Danish

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Jul 2026

Application-Oriented intelligent sentiment analysis: Classical vs deep models with multi-embedding strategies

Experimental results show that BERT-LSTM's superior performance stems from its ability to capture bidirectional contextual dependencies, improving contextual modelling of complex linguistic constructs, however, sarcasm and negation remain important sources of error.

Mohd. Danish, Saifullah Khalid · 0 citations