This project was an attempt of solving the following Kaggle challenge, Feedback Prize - Evaluating Student Writing.
The objective is to use NLP to detect certain elements on a text, such as showed in the image below:
For this challenge I tried to use a model previous developed for another project (NER model from spacy).
The obtained scores are far from being great, at least for certain entities. TSee below the model in action:
