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linguistic-modeling

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GarrickPinon / TruStorE

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NLP classifier for misinformation detection. TruStorE™ blends linguistic heuristics, sentiment drift analysis, and Word Pair Logic™ to flag manipulative tone in news articles, a tell-tale sign of fake news as emotions are elicited to replace facts. Built for reproducibility, modular deployment, and artifact-grade impact.

nlp sentiment-analysis text-classification supervised-learning tf-idf signal-detection classification-algorithims decision-engine custom-classifier modular-architecture explainable-ai tone-detection heuristic-algorithms misinformation-detection linguistic-heuristics quantitative-nlp linguistic-modeling
  • Updated Sep 16, 2025
  • Jupyter Notebook

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