This repository contains the assignment as a requirement to complete the Red Dragon AI Course on Advanced NLP. There are two components to this assignment - (i) the Toxic Word Challenge, and (ii) a NLP work of our own choice. For (ii), a chatbot is trained using the Transformer network using the movie dialogue dataset. This repository covers the first assignment.