Skip to main content

Summer Deadline: Sunday, March 29 @ 11:59pm PT. Click to apply.

FIRM: Fairness Interventions at Runtime and Model-training

FIRM: Fairness Interventions at Runtime and Model-training

December 1, 2025

Abstract coming soon. This paper has been accepted but the arXiv preprint is not yet available.

Accepted to BlackboxNLP @ EMNLP 2025

Authors: Boyuan Chen, Arnav Nethula, Zachary Ryan Lee, Alex Jihun Kim

Abstract coming soon. This paper has been accepted but the arXiv preprint is not yet available.

Begin Your Journey

The application takes 10 minutes and is reviewed on a rolling basis. We look for strong technical signal—projects, coursework, or competition results—and a genuine curiosity to do real research.

If admitted, you will join a structured pipeline with direct mentorship to take your work from ideation to top conference submission at venues like NeurIPS, ACL, and EMNLP.