Writing
Essays and notes on machine learning, NLP, and AI.
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Are Algorithms Biased?
Algorithms reinforce human biases and stereotypes. This is dangerous.
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Identification of Lexico-Semantic Word Relations
A beginner's guide to word vectors, patches, and attention mechanisms for NLP.
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Attention for Machine Translation
A brief round-up of the attention mechanism for neural machine translation models.