A machine learning system to detect if an article might be fake news. I used Python for this NLP classification problem, along with NLTK, and the LSTM neural network which understands contextual information using seq2seq representation.
Dataset: https://www.kaggle.com/c/fake-news/data Glove Embedding: https://www.kaggle.com/datasets/anindya2906/glove6b?select=glove.6B.100d.txt