Follow
Jason Alan Fries
Title
Cited by
Cited by
Year
Multitask prompted training enables zero-shot task generalization
V Sanh, A Webson, C Raffel, SH Bach, L Sutawika, Z Alyafeai, A Chaffin, ...
arXiv preprint arXiv:2110.08207, 2021
16822021
Bloom: A 176b-parameter open-access multilingual language model
T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...
16112023
Snorkel: Rapid training data creation with weak supervision
A Ratner, SH Bach, H Ehrenberg, J Fries, S Wu, C Ré
Proceedings of the VLDB endowment. International conference on very large …, 2017
13412017
Promptsource: An integrated development environment and repository for natural language prompts
SH Bach, V Sanh, ZX Yong, A Webson, C Raffel, NV Nayak, A Sharma, ...
arXiv preprint arXiv:2202.01279, 2022
3122022
The shaky foundations of large language models and foundation models for electronic health records
M Wornow, Y Xu, R Thapa, B Patel, E Steinberg, S Fleming, MA Pfeffer, ...
npj Digital Medicine 6 (1), 135, 2023
154*2023
Weakly supervised classification of aortic valve malformations using unlabeled cardiac MRI sequences
JA Fries, P Varma, VS Chen, K Xiao, H Tejeda, P Saha, J Dunnmon, ...
Nature communications 10 (1), 3111, 2019
1352019
Swellshark: A generative model for biomedical named entity recognition without labeled data
J Fries, S Wu, A Ratner, C Ré
arXiv preprint arXiv:1704.06360, 2017
1182017
Language models are an effective representation learning technique for electronic health record data
E Steinberg, K Jung, JA Fries, CK Corbin, SR Pfohl, NH Shah
Journal of biomedical informatics 113, 103637, 2021
1152021
Ontology-driven weak supervision for clinical entity classification in electronic health records
JA Fries, E Steinberg, S Khattar, SL Fleming, J Posada, A Callahan, ...
Nature communications 12 (1), 2017, 2021
98*2021
Evaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine
LL Guo, SR Pfohl, J Fries, AEW Johnson, J Posada, C Aftandilian, N Shah, ...
Scientific reports 12 (1), 2726, 2022
682022
Monitoring hand hygiene via human observers: how should we be sampling?
J Fries, AM Segre, G Thomas, T Herman, K Ellingson, PM Polgreen
Infection Control & Hospital Epidemiology 33 (7), 689-695, 2012
682012
Brundlefly at SemEval-2016 Task 12: Recurrent neural networks vs. joint inference for clinical temporal information extraction
JA Fries
arXiv preprint arXiv:1606.01433, 2016
592016
Assessing the accuracy of automatic speech recognition for psychotherapy
AS Miner, A Haque, JA Fries, SL Fleming, DE Wilfley, G Terence Wilson, ...
NPJ digital medicine 3 (1), 82, 2020
572020
Medical device surveillance with electronic health records
A Callahan, JA Fries, C Ré, JI Huddleston III, NJ Giori, S Delp, NH Shah
NPJ digital medicine 2 (1), 94, 2019
572019
Estimating the efficacy of symptom-based screening for COVID-19
A Callahan, E Steinberg, JA Fries, S Gombar, B Patel, CK Corbin, ...
NPJ digital medicine 3 (1), 95, 2020
522020
Medalign: A clinician-generated dataset for instruction following with electronic medical records
SL Fleming, A Lozano, WJ Haberkorn, JA Jindal, E Reis, R Thapa, ...
Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22021 …, 2024
512024
Language models in the loop: Incorporating prompting into weak supervision
R Smith, JA Fries, B Hancock, SH Bach
ACM/JMS Journal of Data Science 1 (2), 1-30, 2024
482024
Bigbio: A framework for data-centric biomedical natural language processing
J Fries, L Weber, N Seelam, G Altay, D Datta, S Garda, S Kang, R Su, ...
Advances in Neural Information Processing Systems 35, 25792-25806, 2022
472022
Systematic review of approaches to preserve machine learning performance in the presence of temporal dataset shift in clinical medicine
LL Guo, SR Pfohl, J Fries, J Posada, SL Fleming, C Aftandilian, N Shah, ...
Applied clinical informatics 12 (04), 808-815, 2021
432021
Radfusion: Benchmarking performance and fairness for multimodal pulmonary embolism detection from ct and ehr
Y Zhou, SC Huang, JA Fries, A Youssef, TJ Amrhein, M Chang, I Banerjee, ...
arXiv preprint arXiv:2111.11665, 2021
412021
The system can't perform the operation now. Try again later.
Articles 1–20