[PDF]

Identifying Demographic Bias in Automated CV Screening Using Large Language Models


Arnav Jain

14/05/2026

Supervised by Nedjma Ousidhoum; Moderated by Federico Liberatore

In this work, the student will study the motivation for using natural language processing to assist with different forms of bias identification. They will then choose the task and the domain they would like to focus on (e.g., social media, forum data, LLM-generated data, …).

In one of the topics, the student will come up with a new framework to tackle the problem based on work in progress.


Initial Plan (02/02/2026) [Zip Archive]

Final Report (14/05/2026) [Zip Archive]

Publication Form