Virtual Interviewer: Build your own interviewing agent 🤖

This repo contains all the resources required for the AMLD 2021 workshop - Virtual Interviewer: Build your own interviewing agent.

The goal of this workshop is to build a virtual interviewing agent capable of asking dynamic follow-up questions.

This workshop will be conducted in two parts. In the first part, we will see how to build a follow-up question generation model using pre-trained GPT-2 language model. In the second part, we will see a demo of deploying the built model as a virtual agent using AWS Sumerian.

Part 1

Follow along with the workshop using the colab notebook

Part 2

This will be a walk through of setting things up on AWS Sumerian to create a virtual agent with capabilities of interviewing and follow-up questioning. We will use the model trained in the Part 1.

▶️ Read more

Slides

Find the slides for the workshop here.

Reference

This repository borrows code from transfer-learning-conv-ai of HuggingFace.

Cite

If you use this in your research please consider citing

@article{sb2021improving,
  title={Improving Asynchronous Interview Interaction with Follow-up Question Generation.},
  author={S. B, Pooja Rao and Agnihotri, Manish and Jayagopi, Dinesh Babu},
  journal={International Journal of Interactive Multimedia \& Artificial Intelligence},
  volume={6},
  number={5},
  year={2021}
}