Sentiment Analysis with Recurrent Neural Networks in TensorFlow

Sohail Hosseini
4 min readMar 8, 2023

Recurrent Neural Networks (RNNs) have gained a lot of popularity in the field of Natural Language Processing (NLP) because of their ability to handle sequences of inputs. In this article, we will discuss the use of RNNs for sentiment analysis, which is the task of classifying text as either positive or negative. We will explain each part of the code provided, which uses the Keras library on top of TensorFlow to build and train an RNN model for sentiment analysis.

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