About Me
Welcome to my website! My name is Aarohi, and I'm a third-year Ph.D student in Computer Science at the University of Notre Dame. I work in Dr. David Chiang's Natural Language Processing (NLP) lab. I am passionate about NLP research and applications, particularly related to language modeling and downstream tasks in low-resource settings. I graduated from Yale University with a B.S. in Computer Science, where I worked in the computational linguistics lab. I am originally from Morgantown, West Virginia.
Education
University of Notre Dame, South Bend, IN
August 2021 - Present
- Ph.D. Student in Computer Science and Engineering (CSE).
Yale University, New Haven, CT
August 2017 - May 2021
- B.S. in Computer Science.
Morgantown High School, Morgantown, WV
August 2013 - May 2017
- National Advanced Placement (AP) Scholar.
Research Publications
- Aarohi Srivastava and David Chiang. “We're Calling an Intervention: Taking a Closer Look at Language Model Adaptation to Different Types of Linguistic Variation.” (2024). Available here.
- Fahim Faisal, Orevaoghene Ahia, Aarohi Srivastava, Kabir Ahuja, David Chiang, Yulia Tsvetkov, and Antonios Anastasopoulos. “DialectBench: An NLP Benchmark for Dialects, Varieties, and Closely-Related Languages.” (2023). Available here.
- Aarohi Srivastava and David Chiang. “BERTwich: extending BERT's capabilities to model dialectal and noisy text.” In Findings of the Association for Computational Linguistics: EMNLP (2023). Available here.
- Aarohi Srivastava and David Chiang. “Fine-Tuning BERT with Character-Level Noise for Zero-Shot Transfer to Dialects and Closely-Related Languages.” In Tenth Workshop on NLP for Similar Languages, Varieties and Dialects (2023). Available here.
- Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, and others (in alphabetical order). “Beyond the Imitation Game: Quantifying and Extrapolating the Capabilities of Language Models.” Transactions on Machine Learning Research (2023). Available here.
- Aarohi Srivastava, Robert Frank, Sarah Widder, and David Chartash. “The Role of Linguistic Features in Domain Adaptation: TAG Parsing of Questions.” In Proceedings of the Society for Computation in Linguistics (2020). Available here.
- Aarohi Srivastava. “Doxastic Feel Like (That).” In Yale Working Papers in Grammatical Diversity 4 (2020). Available here.