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

Summary

<p>This tutorial provides a comprehensive guide to building a robust sentiment analysis workflow. By combining classical TF-IDF baselines with modern parameter-efficient fine-tuning (DistilBERT + LoRA), we explore deep model interpretability, calibration, and semi-supervised techniques to achieve scalable sentiment inference</p> <p>The post <a href="https://www.marktechpost.com/2026/08/09/imdb-sentiment-analysis-with-distilbert-lora-tf-idf-baselines-calibration-interpretability-robustness-testing-and-semi-supervised-learning/">IMDb Sentiment Analysis with DistilBERT LoRA, TF-IDF Baselines, Calibration, Interpretability, Robustness Testing, and Semi-Supervised Learning</a> appeared first on <a href="https://www.marktechpost.com">MarkTechPost</a>.</p>