Publications

• Towards Fair and Efficient De-identification: Quantifying the Efficiency and Generalizability of De-identification Approaches
  Noopur Zambare, Kiana Aghakasiri, Carissa Lin, Carrie Ye, Ross Mitchell, Mohamed Abdalla
  Findings of European Chapter of the Association for Computational Linguistics (EACL), 2026.
  [Paper]

• Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss
  Kiana Aghakasiri, Noopur Zambare, JoAnn Thai, Carrie Ye, Mayur Mehta, Ross Mitchell, Mohamed Abdalla
  Empirical Methods in Natural Language Processing (EMNLP), 2025.
  [Paper]

• AROhI: an Interactive Toolkit for Estimating ROI of Data Analytics
  Noopur Zambare, Jacob Idoko, Jagrit Acharya, Gouri Ginde
  IEEE 15th Annual Computing and Communication Workshop and Conference (CCWC), 2025.
  [Paper]