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hoax-detection

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Combat misinformation and fake news by accurately predicting the truth of the article to prevent the spread of harmful information that could lead to confusion, panic, or societal harm.

  • Updated May 26, 2024
  • Jupyter Notebook

Health news is the most sought-after information and is in demand during a pandemic, the need for health tips for the public makes health news at the top of most popular news. When the public's interest in reading news increases, many parties are not responsible for taking advantage of this chance by created and spreading hoax news. It may leads…

  • Updated Nov 21, 2021
  • Jupyter Notebook

Corrected re-implementation of a published LSTM hoax classifier: FastText Indonesia (subword-aware) + PyTorch, replacing English GloVe. Fixes SMOTE-before-split leakage and padding-length shortcuts found in the original. Includes full before/after comparison.

  • Updated Aug 30, 2026
  • Jupyter Notebook

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