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Fake_News_Detection

Code for Fake News Detection using NLP and Neural Networks for the scientific article AI Ethics: An Evaluation of Modern World Technologies. This is part of the course requirement DSCI 552, Applied Machine Learning offered by USC

  1. Word2Vec and LDA.ipnyb: Analysis of the fake news articles. Word Similarities found using Word2Vec. Topic and Word Distribution modelled using LDA
  2. Fake_News_Detection.ipnyb: Fake News detection using LSTM and GloVe pre trained data. The pre trained data can be found below

GloVe Embedding Pre trained data : https://drive.google.com/drive/folders/1iKEwibThdDiEVbw014ZhPkhpWzDKXL9I?usp=sharing