Analysis of Automated text generation using Deep learning
Manoj Kumar, Abhishek Singh, Arnav Kumar, Ankit Kumar
Abstract
A chatbot is a computer program that can converse with humans using artificial intelligence in messaging platforms. The goal of the project is to use and optimize deep learning techniques for making an efficient chat bot. Current chatbots are developed using rule-based techniques, basic machine learning algorithms or retrieval-based techniques which don’t generate good results.in this paper, we will be comparing performance of three chatbots build by using RNN, GRU and LSTM. The conversation chatbots are used by different companies, government organizations and more.
Topics & Concepts
ChatbotComputer scienceConverseArtificial intelligenceConversationDeep learningNatural language processingMachine learningPhilosophyLinguisticsMathematicsGeometryTopic ModelingSentiment Analysis and Opinion MiningStock Market Forecasting Methods