Maria Mahbub

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Clinical Practice Guidelines

Reading Comprehension

Covariate Shift

Top Venues

Publications

Maria Mahbub, Gregory M. Dams, Sudarshan Srinivasan, Caitlin Rizy, Ioana Danciu, Jodie Trafton, Kathryn Knight
Leveraging Large Language Models to Extract Information on Substance Use Disorder Severity from Clinical Notes: A Zero-shot Learning Approach. CoRR (2024)
Maria Mahbub, Ian Goethert, Ioana Danciu, Kathryn Knight, Sudarshan Srinivasan, Suzanne Tamang, Karine Rozenberg-Ben-Dror, Hugo Solares, Susana B. Martins, Edmon Begoli, Gregory D. Peterson
Question-Answering System Extracts Information on Injection Drug Use from Clinical Progress Notes. CoRR (2023)
Maria Mahbub, Edmon Begoli, Susana Martins, Alina Peluso, Suzanne Tamang, Gregory D. Peterson
cpgQA: A Benchmark Dataset for Machine Reading Comprehension Tasks on Clinical Practice Guidelines and a Case Study Using Transfer Learning. IEEE Access 11 (2023)
Edmon Begoli, Sudarshan Srinivasan, Maria Mahbub
Improving Efficiency and Robustness of Transformer-based Information Retrieval Systems. SIGIR (2022)
Maria Mahbub, Sudarshan Srinivasan, Edmon Begoli, Gregory D. Peterson
BioADAPT-MRC: adversarial learning-based domain adaptation improves biomedical machine reading comprehension task. Bioinform. 38 (18) (2022)
Maria Mahbub, Sudarshan Srinivasan, Edmon Begoli, Gregory D. Peterson
BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task. CoRR (2022)
Jeremiah Duncan, Fabian Fallas, Chris Gropp, Emily Herron, Maria Mahbub, Paula Olaya, Eduardo Ponce, Tabitha K. Samuel, Daniel Schultz, Sudarshan Srinivasan, Maofeng Tang, Viktor Zenkov, Quan Zhou, Edmon Begoli
The Sensitivity of Word Embeddings-based Author Detection Models to Semantic-preserving Adversarial Perturbations. CoRR (2021)
Sudarshan Srinivasan, Edmon Begoli, Maria Mahbub, Kathryn Knight
Nomen est Omen - The Role of Signatures in Ascribing Email Author Identity with Transformer Neural Networks. SP Workshops (2021)
Edmon Begoli, Sudarshan Srinivasan, Maria Mahbub
The Transformers for Polystores - The Next Frontier for Polystore Research. Poly/DMAH@VLDB (2020)