Summarizing News Articles with BERT

Google's mighty BERT and its siblings' transformer architecture models -- RoBERTa, XLNet, XLM, DistilBERT, ALBERT, CamemBERT, XLM-RoBERTa, FlauBERT have dominated the NLP research and most widely used in various downstream tasks like -- Text classification, NER, POS tagging, Machine Comprehension, Text Summarization, etc. In this article, we will focus on building a summarizer web app with BERT. The app will take URL of any kind -- News articles, blog posts, etc. and will return the summary of its content.