Determining sentiment in the text using neural network models has become almost a school task for beginner data scientists. However, despite the high quality of models and the ease of working with them, it is not so easy to characterize real data from reviews of restaurants, hotels, or museums. Even Google’s algorithms can’t do it properly. What are    

This is the second step of the NLP end-to-end pipeline. In this step, We generally perform basic preprocessing and then advanced preprocessing but it depends on problem to problem. Let’s see the steps of text preprocessing. Lowercasing:- This is the first step of data preprocessing. It’s compulsory for all kinds of problems because whenever we work on an    

Have you ever wished for a magic box that could create art? I am usually a bad artist😔, but often times with creative ideas. I wished to have a magic box that could produce amazing artwork by thinking about it.

Word Sense Disambiguation is the task of understanding the meaning of the focus/target word’s meaning in the context of the sentence. Paper: https://arxiv.org/pdf/1908.07245.pdf