This project is to build an automatic response system for COVID-19 FAQ based Question&Answering system.
Most of them have common questions like
- How does the virus spread?
- What are the symptoms?
- Is there a vaccine?
- How long does the virus survive on surfaces?
I've chosen un.org (https://www.un.org/sites/un2.un.org/files/new_dhmosh_covid-19_faq.pdf) website COVID-19 FAQ data for building our QA similarity system. It has 39 different FAQ based questions for COVID-19.
In this project will be discussing on how to build automatic COVID-19 FAQ bot to retrieve answers for FAQ questions.
- Data collection - COVID-19 FAQ data
- Data preparation
- Data preprocessing
- Techniques for Question representations
- Evaluate with user query
You can find an article in Medium: https://medium.com/@narendren.jbk/covid-19-faq-bot-everything-you-need-to-know-about-qna-similarity-35a730f63fa1