Python Natural Language Processing

Grammar correction system

• You are making a grammar correction system. Now, think of the sub-task of it. You want to build a system which predicts the placement of articles a, an, and the in a particular sentence.
• For this kind of system, if you are thinking I need to remove stop words every time, then, OOPs, you are wrong because this time we really can't remove all the stop words blindly. In the end, we need to predict the articles a, an, and the.
• You can remove words which are not meaningful at all, such as when your dataset contains math symbols, then you can remove them. But this time, you need to do a detailed analysis as to whether you can remove the small length words, such as abbreviations, because your system also needs to predict ...