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Open access 2026

A Hybrid Framework for Large-Scale Tweet Sentiment Analysis Using Classical Machine Learning, Transformer Models, and Uncertainty Estimation

The work provides a reproducible, explainable, operationally applicable model of sentiment analysis in operationally sensitive, high-stakes Twitter sentiment analysis, and validate the hypothesis that hybrid stacking is an effective method for leveraging the complementary nature of lexical and contextual representations.

D. Abate, Nilay Mistry · 0 citations