Aswathy Ajith

PhD student, University of Chicago

Joined

February 2023

Names

Aswathy Ajith (Preferred)

Emails

****@uchicago.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

PhD student

University of Chicago (uchicago.edu)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Ian Foster

Present

PhD Advisor

Kyle Chard

Present

Coauthor

Mansi Sakarvadia

Present

Coauthor

Arham Mushtaq Khan

Present

Coauthor

Eamon Duede

Present

Coauthor

Nathaniel C Hudson

Present

Expertise

Model Analysis

Present

Large Language Models

Present

Publications

Mitigating Memorization in Language Models
Mansi Sakarvadia, Aswathy Ajith, Arham Mushtaq Khan, Nathaniel C Hudson, Caleb Geniesse, Kyle Chard, Yaoqing Yang, Ian Foster, Michael W. Mahoney
- ICLR 2025 Spotlight
- Readers: Everyone
Memory Injections: Correcting Multi-Hop Reasoning Failures during Inference in Transformer-Based Language Models
Mansi Sakarvadia, Aswathy Ajith, Arham Mushtaq Khan, Daniel Grzenda, Nathaniel C Hudson, André Bauer, Kyle Chard, Ian Foster
- BlackboxNLP
- Readers: Everyone
Mind Your Manners: Detoxifying Language Models via Attention Head Intervention
Jordan Nikolai Pettyjohn, Nathaniel C Hudson, Mansi Sakarvadia, Aswathy Ajith, Kyle Chard
- BlackboxNLP 2024
- Readers: Everyone
MatPropXtractor: Generate to Extract
Aswathy Ajith, Marcus Schwarting, Zhi Hong, Kyle Chard, Ian Foster
- 01 Mar 2023 (modified: 01 Jun 2023)
- Submitted to Tiny Papers @ ICLR 2023
- Readers: Everyone

Aswathy Ajith

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Mitigating Memorization in Language Models

Memory Injections: Correcting Multi-Hop Reasoning Failures during Inference in Transformer-Based Language Models

Mind Your Manners: Detoxifying Language Models via Attention Head Intervention

MatPropXtractor: Generate to Extract

Co-Authors