I use she/her pronouns and publish under Alisha Srivastava. I am currently a Data Science
Undergraduate at UMass Amherst, where I am advised by Professor Mohit Iyyer in the Natural Language Processing (NLP) Lab. My paper "Beyond English: Assessing Memorization of Multilingual Texts in Large Language Models will be published Fall 2024."
This past summer, I interned with Fidelity Investments' Digital Asset Management, increasing ML predictive accuracy of Digital Asset behavior using alternative data. During the school year, I serve as Outreach Director at UMass Product, leading discussions on major tech industry events and product
thinking seminars. In Summer 2023, I was a Data Science Intern at iQuanti where I tripled efficency of internal
document search by developing a novel Retrieval Augmeneted Generative (RAG) model for Question Answering.
My Research
Beyond English: Assessing Memorization of Multilingual Texts in Large Language Models Alisha Srivastava, Duyen Tran, Nhat Minh Le, Emir Korukloglu, Chau Pham, Mohit Iyyer ERSP 2024 [Paper][Code][BibTeX]
@misc{srivas2024beyondenglish,
title={Beyond English: Assessing Memorization of Multilingual Texts in Large Language Models},
author={Alisha Srivastava and Duyen Tran and Nhat Minh Le and Emir Korukloglu and Chau Pham and
Mohit Iyyer},
year={2024},
eprint={N/A},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
