As promised, we are doing a hands-on exercise in this blog and taking a much needed break from studying architectures! In this article, we shall attempt to classify text — IMDB movie reviews using a pre-trained Transformer architecture.
Hello again, glad to welcome you back to this article on Text Classification in the NLP Tutorials series. In our previous posts we had a detailed overview on the fundamental text representation — CountVectorizer & Tf-Idf Vectorizer and also the two most prominent Word Embeddings — Word2Vec & GloVe. In this article we will put our knowledge to task — Build a Text Classification model using all these techniques and analyse the results.