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Classification of Misinformation in New Articles using Natural Language Processing and a Recurrent Neural Network. (arXiv:2210.13534v1 [cs.CL])
cs.CL updates on arXiv.org arxiv.org
This paper seeks to address the classification of misinformation in news
articles using a Long Short Term Memory Recurrent Neural Network. Articles were
taken from 2018; a year that was filled with reporters writing about President
Donald Trump, Special Counsel Robert Mueller, the Fifa World Cup, and Russia.
The model presented successfully classifies these articles with an accuracy
score of 0.779944. We consider this to be successful because the model was
trained on articles that included languages other than English …
articles arxiv classification language language processing misinformation natural natural language natural language processing network neural network processing recurrent neural network