Fine-tuned Qwen-0.5B slightly edges out DistilBERT and RoBERTa on a balanced hate speech corpus, and few-shot prompting substantially improves Gemma-3-1B over zero-shot.
Fine-tuning bert for sentiment analysis: A practical guide
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From BERT to Qwen: Hate Detection across architectures
Fine-tuned Qwen-0.5B slightly edges out DistilBERT and RoBERTa on a balanced hate speech corpus, and few-shot prompting substantially improves Gemma-3-1B over zero-shot.