Procedure Detection Hands-On

This repository contains all the resources required for Procedure Detection Hands-on session. This is a binary classification problem to detect a list of sentences as procedure or not. We will learn to solve this problem by engineering features specific to the procedures or instructions in the procedure.

Data

• We will use the data scraped from Libre help - help.libreoffice.org and Ubuntu help - help.ubuntu.com
• These are the list of steps which are both procedures and non-procedures
• Data can be found in the data folder

Installation

pip install -r requirements.txt
python -m spacy download en_core_web_sm

Code

• All the code can be found in the Google colab notebook linked below.

FastText Feature Extraction

Slides used in the hands-on can be found here.