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Classifying Mass Shooter Manifestos with Deep Transfer Learning

A capstone project with Tensorflow and Keras where I implemented state-of-the-art models to interpret the manifestos of domestic terrorists in binary, multiclass, and multilabel classication tasks across domains.

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Transferring knowledge of hate speech and toxic comments from large corpora into a small manifesto dataset

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