Oleg BorisovinTowards Data ScienceIntuition Behind Transformers Architecture NLPA simple guide towards building the intuition behind the Transformers architecture that changed the NLP field.Dec 18, 20204Dec 18, 20204
Oleg BorisovinTowards Data ScienceWord Embeddings: Intuition behind the vector representation of the wordsIn this article I would like to talk about how the words are commonly represented in Natural Language Processing (NLP), and what are the…Dec 11, 2020Dec 11, 2020
Oleg BorisovinTowards Data ScienceImproved Naïve Bayes Classifier to Solve Text Classification Problems.In this article I am going to discuss and implement of Naïve Bayes from scratch to solve the Text Classification task.Nov 3, 2020Nov 3, 2020
Oleg BorisovinTowards Data ScienceText Generation Using N-Gram ModelLet’s build a simple Language ModelOct 27, 20203Oct 27, 20203