Eric Lehman
Eric Lehman
Other namesEric P. Lehman
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ERASER: A benchmark to evaluate rationalized NLP models
J DeYoung, S Jain, NF Rajani, E Lehman, C Xiong, R Socher, ...
arXiv preprint arXiv:1911.03429, 2019
Inferring which medical treatments work from reports of clinical trials
E Lehman, J DeYoung, R Barzilay, BC Wallace
arXiv preprint arXiv:1904.01606, 2019
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data?
E Lehman, S Jain, K Pichotta, Y Goldberg, BC Wallace
arXiv preprint arXiv:2104.07762, 2021
Representation learning approaches to detect false arrhythmia alarms from ecg dynamics
EP Lehman, RG Krishnan, X Zhao, RG Mark, HL Li-Wei
Machine learning for healthcare conference, 571-586, 2018
Evidence Inference 2.0: More Data, Better Models
J DeYoung, E Lehman, B Nye, IJ Marshall, BC Wallace
arXiv preprint arXiv:2005.04177, 2020
Understanding clinical trial reports: Extracting medical entities and their relations
BE Nye, J DeYoung, E Lehman, A Nenkova, IJ Marshall, BC Wallace
AMIA Summits on Translational Science Proceedings 2021, 485, 2021
Predicting and understanding unexpected respiratory decompensation in critical care using sparse and heterogeneous clinical data
O Ren, AEW Johnson, EP Lehman, M Komorowski, J Aboab, F Tang, ...
2018 IEEE International Conference on Healthcare Informatics (ICHI), 144-151, 2018
Do We Still Need Clinical Language Models?
E Lehman, E Hernandez, D Mahajan, J Wulff, MJ Smith, Z Ziegler, ...
arXiv preprint arXiv:2302.08091, 2023
Learning to Ask Like a Physician
E Lehman, V Lialin, KY Legaspi, AJR Sy, PTS Pile, NRI Alberto, ...
arXiv preprint arXiv:2206.02696, 2022
Clinical-T5: Large Language Models Built Using MIMIC Clinical Text
E Lehman, A Johnson
Towards generalizable methods for automating risk score calculation
JJ Liang, E Lehman, A Iyengar, D Mahajan, P Raghavan, CY Chang, ...
Proceedings of the 21st Workshop on Biomedical Language Processing, 426-431, 2022
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