Mansi Sakarvadia
- Program Year: 3
- Academic Institution: University of Chicago
- Field of Study: Computer Science
- Academic Advisor: Ian Foster
- Practicum(s):
Lawrence Berkeley National Laboratory (2024) - Degree(s):
B.S. Computer Science, and B.S. Mathematics, University of North Carolina at Chapel Hill, 2022 - Personal URL: https://msakarvadia.github.io/
Publications
Mansi Sakarvadia, Aswathy Ajith, Arham Khan, Daniel Grzenda, Nathaniel Hudson, André Bauer, Kyle Chard, Ian Foster. Memory Injections: Correcting Multi-Hop Reasoning Failures during Inference in Transformer-Based Language Models. Blackbox NLP, Dec 2023.Mansi Sakarvadia*, Arham Khan*, Aswathy Ajith, Daniel Grzenda, Nathaniel Hudson, André Bauer, Kyle Chard, Ian Foster. Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism. Attributing Model Behavior at Scale Workshop @ NEURIPS, Dec 2023. (* equal contribution)
Alok Kamatar, Mansi Sakarvadia, Valerie Hayot-Sasson, and Kyle Chard, Ian Foster. Lazy Python Dependency Management in Large-Scale Systems. In 2023 IEEE 19th International Conference on e-Science, Oct 2023.
Awards
University of Chicago Crerar Fellowship (2022)Honors Student, University of North Carolina Chapel Hill (2021-2022)
Marine Sciences Field Site Student, UNC Institute of Marine Sciences (2021)
Eleanor Barnes Study Abroad Scholarship Recipient (2021)
Phi Beta Kappa Honor Society Member (2021)