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Language Models

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Sunday, 9 August 2026

IMDb Sentiment Analysis with DistilBERT LoRA, TF-IDF Baselines, Calibration, Interpretability, Robustness Testing, and Semi-Supervised Learning

MarkTechPost 2 months ago 34

The tutorial builds an IMDb sentiment analysis workflow that compares a TF-IDF plus Logistic Regression baseline with DistilBERT fine-tuned using LoRA, including dataset checks, evaluation, calibration, interpretability, robustness tests, and semi-supervised pseudo-labeling.

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