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Multiclass Text Classification using LSTM in Pytorch

Predicting item ratings based on customer reviews Human language is filled with ambiguity, many-a-times the same phrase can have multiple interpretations based on the context and can even appear confusing to humans. Such challenges make natural language processing an interesting but hard problem to solve. However, we’ve seen a lot of advancement in NLP in the […]

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Getting Started with Natural Language Processing (NLP)

using simple Python libraries There’s so much going on in natural language processing these days (GRUs, LSTMs, XLNet, BERT and so on!). It can be confusing figuring out where to begin. This article talks about the basics of natural language processing including data cleaning, normalization, encoding, sentiment analysis and a simple text classifier using basic […]