NLP Archives - Nabla Squared

Creating a simple RNN from scratch with TensorFlow

And using it to build a language model for news headlines In this article I’m going to explain first a little theory about Recurrent Neural Networks (RNNs) for those who are new to them, then I’ll show the implementation that I did using TensorFlow. We’re going to see the code Read more…

By Dorian, 2 yearsJune 30, 2021 ago

Building a Sentiment Classifier using Scikit-Learn

Training a linear model to classify IMDb movie reviews as positive or negative Sentiment analysis, an important area in Natural Language Processing, is the process of automatically detecting affective states of text. Sentiment analysis is widely applied to voice-of-customer materials such as product reviews in online shopping websites like Amazon, Read more…

By Dorian, 2 yearsNovember 3, 2020 ago