Fig. 1

Architecture of the proposed model. Overview of the ensemble strategy employed for hate speech detection. This figure illustrates the sequence of steps including tokenization, BERT model fine-tuning, integration with Majority Voting Integration (MVI), Weighted Probabilistic Averaging (WPA), Thompson Sampling (TS), and Parallel Model Fusion (PMF).