Repository for kaggle competition pipeline. Here is the link to kaggle : https://www.kaggle.com/competitions/learning-agency-lab-automated-essay-scoring-2 This was the text classification problem with 6 classes. For a given essay, we should grade it from 1-6..

This repository has the pipeline I have used to perform the experimentation in the kaggle competition. I tried different models in this competion with different modeling techniques and data folding strategies.

Some list of model I tried in this competion.

1. DeBERTa
2. RoBERTa
3. LongFormer
4. BigBird
5. distilBERT
6. XLNet