This repository contains code, notebook, and documentation on a team project for Natural Language Processing.

Team Members: Pin Lyu, Trevor Petrin, Alan Lin

The Kaggle competition can be found here.

We will be using automated techniques such as Transformers to detect PII (Personally Identifiable Information) and assign labels such as:

NAME_STUDENT - The full or partial name of a student that is not necessarily the author of the essay. This excludes instructors, authors, and other person names.

EMAIL - A student’s email address.

USERNAME - A student's username on any platform.

ID_NUM - A number or sequence of characters that could be used to identify a student, such as a student ID or a social security number.

PHONE_NUM - A phone number associated with a student.

URL_PERSONAL - A URL that might be used to identify a student.

STREET_ADDRESS - A full or partial street address that is associated with the student, such as their home address.