media-framing

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Sagnik-Chakravarty / Media-Aware-GTI-ML

Interpretable ML project combining Global Terrorism Database event records with international news framing to analyze terrorism severity rankings, residuals, and feature importance.

nlp machine-learning gtd random-forest text-classification tf-idf public-policy policy-analysis global-terrorism-database interpretable-machine-learning playwright media-framing

Updated May 2, 2026
Python

Soumyapro / news-framing-classification

Star

Zero-shot news framing classifier (BART-MNLI) validated with an independent LLM judge across Reuters, Fox News, and Politico articles. Includes a documented case study of where zero-shot labeling breaks down.

python nlp text-classification transformers bart zero-shot-learning news-classification huggingface llm-as-judge media-framing