Overview
My research focuses on natural language processing (NLP), machine learning and knowledge representation.
Current Appointments & Affiliations
Assistant Professor of Computer Science
·
2021 - Present
Computer Science,
Trinity College of Arts & Sciences
Recent Publications
Close or Cloze? Assessing the Robustness of Large Language Models to Adversarial Perturbations via Word Recovery
Conference Proceedings International Conference on Computational Linguistics Coling · January 1, 2025 The current generation of large language models (LLMs) show a surprising degree of robustness to adversarial perturbations, but it is unclear when these models implicitly recover the original text and when they rely on surrounding context. To isolate this ... CiteEvaluating Morphological Compositional Generalization in Large Language Models
Preprint · October 16, 2024 Link to item CiteHow Well Do Large Language Models Understand Tables in Materials Science?
Journal Article Integrating Materials and Manufacturing Innovation · September 1, 2024 Advances in materials science require leveraging past findings and data from the vast published literature. While some materials data repositories are being built, they typically rely on newly created data in narrow domains because extracting detailed data ... Full text CiteRecent Grants
ALTER-Math: AI-augmented Learning by Teaching to Enhance and Renovate Math Learning
ResearchPrincipal Investigator · Awarded by University of Florida · 2024 - 2027CC* Integration-Large: Scaling Scientific Workloads on Distributed Commodity GPUs and Storage through Campus-level RDMA Networking
ResearchCollaborating Investigator · Awarded by National Science Foundation · 2025 - 2027III: Medium: Ask the Experts: Generating Question-Answer Pairs for Addressing Information Deficits about Vaccines
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2022 - 2026View All Grants
Education, Training & Certifications
Carnegie Mellon University ·
2020
Ph.D.