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Fake news detection on LIAR-PLUS dataset using traditional machine learning techniques and deep learning techniques. Used a normal LSTM network and also contextual attention (with justification) for deep learning techniques.

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Ksuryateja/FakeNewsDetector

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.vscode

.vscode

 
 

dataset

dataset

 
 

model_checkpoint

model_checkpoint

 
 

models

models

 
 

DataPrep.py

DataPrep.py

 
 

FakeNewsML.ipynb

FakeNewsML.ipynb

 
 

LICENSE

LICENSE

 
 

README.md

README.md

 
 

dataloader.py

dataloader.py

 
 

main.py

main.py

 
 

utils.py

utils.py

 
 

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FakeNewsDetector

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Fake news detection on LIAR-PLUS dataset using traditional machine learning techniques and deep learning techniques. Used a normal LSTM network and also contextual attention (with justification) for deep learning techniques.

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nlp machine-learning random-forest graphs svm machine-learning-algorithms regression pytorch sgd lstm-model accuracy attention-mechanism nlp-machine-learning torchtext contextual-attention

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