Mansi Sakarvadia

  • Program Year: 2
  • Academic Institution: University of Chicago
  • Field of Study: Computer Science
  • Academic Advisor: Ian Foster
  • Practicum(s): Practicum Not Yet Completed
  • 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)