Home

About Me

I am a PhD student in Computer Science at the University of Pennsylvania, in the Cognitive Computation Group, advised by Prof. Dan Roth.

I work on evaluating the robustness of Large Language Models to variations in reasoning tasks.

Before that I was a Master’s student in Computer Science at Bar-Ilan University, in the Natural Language Processing Lab, advised by Prof. Yoav Goldberg. My thesis was titled “Robustness of Large Language Models to Non-Semantic Perturbations”.

Prior to that, I earned a Bachelor’s degree in Statistics and Data Science, and Linguistics, at the Hebrew University in Jerusalem.

Publications

Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

Levy M.*, Jacoby A.*, & Goldberg Y.

Published in Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

Analysis of the impact of input length on the reasoning performance of large language models, using new, simple tasks unseen during the training of the models.

* Equal contribution

  • Outstanding Paper Award at ACL 2024
  • Oral Presentation at ACL 2024
  • Flash Talk at Israel Data Science and AI Initiative 3rd Annual Conference