Deep Learning 2: Part 1 Lesson 7 – Hiromi Suenaga – Medium

Reminder: RNN is not in any way different or unusual or magical -- just a standard fully connected network. There is no known good way. Somebody recently won a Kaggle competition by doing data augmentation which randomly inserted parts of different rows -- something like that may be useful here. But there has not been any recent state-of-the-art NLP papers that are doing this kind of data augmentation. When using an existing API which expects data to be certain format, you can either change your data to fit that format or you can write your own dataset sub-class to handle the format that your data is already in. Either is fine, but in this case, we will put our data in the format TorchText already support.