Atrey Desai

Hi there 👋! I’m a second-year undergraduate student majoring in Computer Science and Linguistics with a minor Korean Studies at the University of Maryland. I am fortunate to be advised by Professor Rachel Rudinger.

I’m a member of the Computational Linguistics and Information Processing (CLIP) lab in UMIACS.

My research interests lie in natural language processing, particularly in commonsense reasoning in LLMs and creating new evaluation methods to assess robustness in language and multimodal tasks.

I am concurrently a visiting researcher under Professor Kenny Zhu at the Arlington Computational Linguistics Lab (ACL2) at the University of Texas at Arlington identifying structural similarities to human language and contextual semantics within animal vocalizations to gain insights about the language of animal species. In the future, we hope to create an end-to-end machine translation pipeline for animal vocalizations. This work is graciously supported by the NSF.

I previously worked under Professor Michael Littman at the Reinforcement Learning & Adaptive Behavior (RLAB) group at Brown University on applications of reinforcement learning to 2D non-sequential tasks. We published our findings at AAAI-22 IMLW and RLDM-22.