Bengali Paragraph Generation Using Bi-directional LSTM

Abstract

Communication is one of the most important things in our day to day life. Nothing can be done without communication. Each and everything of our life is directly or indirectly dependent on communication. Nowadays communication among peoples crosses the language barrier and all this happens for the rapid growth of technology. It helps us to communicate with people of different languages using our smartphones. All this is possible for the universal use of NLP technology. NLP technology is growing rapidly and trying to make more efficient ways of communication. Its vision is to make a universal way of communication by which all the people of the world can communicate with each other. In this research, we propose a paragraph generation technique using the Bangla language and a bidirectional RNN model. here we will generate a paragraph from a given title. from the title we will understand the topic and then we will generate a paragraph based on the title using the prediction of the next possible words.