Update README.md

Author: WD-Leong

README.md

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-# Red-Dragon-AI-Course-Advanced-NLP-Assignment
+# Red Dragon AI Course Advanced NLP Assignment
 
-## Movie Dialogue Chatbot
-We now move on to the 2nd assignment, which is an NLP project of our choice. This assignment trains a movie dialogue chatbot using a [Transformer](https://arxiv.org/abs/1706.03762) network. The pre-processing of the data follow this [script](https://github.com/suriyadeepan/datasets/blob/master/seq2seq/cornell_movie_corpus/scripts/prepare_data.py) closely. The data can be obtained [here](http://www.cs.cornell.edu/~cristian/Cornell_Movie-Dialogs_Corpus.html).
+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](https://arxiv.org/abs/1706.03762) network using the [movie dialogue](http://www.cs.cornell.edu/~cristian/Cornell_Movie-Dialogs_Corpus.html) dataset. This repository covers the first assignment.