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mujahidmahfuz / Sentiment-Analysis-with-ALBERT-Explainable-AI-XAI-

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Fine-tuned ALBERT model for 3-class sentiment analysis (Negative / Neutral / Positive) on 500k+ tweets, achieving 92.4% accuracy. Includes comprehensive explainability with SHAP, LIME, and Captum (Integrated Gradients) — compared side-by-side with visualizations and top-word analysis. Also evaluated on IMDb reviews for cross-domain robustness.

albert robert lime senti xai shap captum finetuning-llms low-da
  • Updated Dec 8, 2025
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