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Vijeta Deshpande
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Scaling down to scale up: A guide to parameter-efficient fine-tuning
V Lialin, V Deshpande, A Rumshisky
arXiv preprint arXiv:2303.15647, 2023
862023
Extracting biomedical factual knowledge using pretrained language model and electronic health record context
Z Yao, Y Cao, Z Yang, V Deshpande, H Yu
AMIA Annual Symposium Proceedings 2022, 1188, 2022
182022
Honey, I shrunk the language: Language model behavior at reduced scale
V Deshpande, D Pechi, S Thatte, V Lialin, A Rumshisky
arXiv preprint arXiv:2305.17266, 2023
52023
Impact of pre-exposure prophylaxis uptake among gay, bisexual, and other men who have sex with men in urban centers in Brazil: a modeling study
PM Luz, V Deshpande, P Kazemian, JA Scott, FM Shebl, H Spaeth, ...
BMC Public Health 23 (1), 1128, 2023
22023
Analysis of mammography screening schedules under varying resource constraints for planning breast cancer control programs in low-and middle-income countries: a mathematical study
S Bansal, V Deshpande, X Zhao, JA Lauer, F Meheus, A Ilbawi, ...
Medical Decision Making 40 (3), 364-378, 2020
22020
Emergent Abilities in Reduced-Scale Generative Language Models
S Muckatira, V Deshpande, V Lialin, A Rumshisky
arXiv preprint arXiv:2404.02204, 2024
2024
LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data
V Deshpande, M Lee, Z Yao, Z Zhang, JB Gibbons, H Yu
arXiv preprint arXiv:2402.13452, 2024
2024
Markov Decision Process Approach to Strategize National Breast Cancer Screening Policy in Data-limited Settings
V Deshpande
2019
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