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@misc{adams2023sparse,
title={From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting},
author={Griffin Adams and Alexander Fabbri and Faisal Ladhak and Eric Lehman and Noémie Elhadad},
year={2023},
eprint={2309.04269},
archivePrefix={arXiv},
primaryClass={cs.CL}
}

@article {Zack2023.07.13.23292577,
author = {Travis Zack and Eric Lehman and Mirac Suzgun and Jorge A. Rodriguez and Leo Anthony Celi and Judy Gichoya and Dan Jurafsky and Peter Szolovits and David W. Bates and Raja-Elie E. Abdulnour and Atul J. Butte and Emily Alsentzer},
title = {Coding Inequity: Assessing GPT-4{\textquoteright}s Potential for Perpetuating Racial and Gender Biases in Healthcare},
elocation-id = {2023.07.13.23292577},
year = {2023},
doi = {10.1101/2023.07.13.23292577},
publisher = {Cold Spring Harbor Laboratory Press},
URL = {https://www.medrxiv.org/content/early/2023/07/17/2023.07.13.23292577},
eprint = {https://www.medrxiv.org/content/early/2023/07/17/2023.07.13.23292577.full.pdf},
journal = {medRxiv}
}


@article{Lehman2023DoWS,
title={Do We Still Need Clinical Language Models?},
author={Eric Lehman and Evan Hernandez and Diwakar Mahajan and Jonas Wulff and Micah J. Smith and Zachary M. Ziegler and Daniel Nadler and Peter Szolovits and Alistair E. W. Johnson and Emily Alsentzer},
journal={ArXiv},
year={2023},
volume={abs/2302.08091}
}

@inproceedings{lehman-etal-2022-learning,
title = "Learning to Ask Like a Physician",
author = "Lehman, Eric and
Lialin, Vladislav and
Legaspi, Katelyn Edelwina and
Sy, Anne Janelle and
Pile, Patricia Therese and
Alberto, Nicole Rose and
Ragasa, Richard Raymund and
Puyat, Corinna Victoria and
Tali{\~n}o, Marianne Katharina and
Alberto, Isabelle Rose and
Alfonso, Pia Gabrielle and
Moukheiber, Dana and
Wallace, Byron and
Rumshisky, Anna and
Liang, Jennifer and
Raghavan, Preethi and
Celi, Leo Anthony and
Szolovits, Peter",
booktitle = "Proceedings of the 4th Clinical Natural Language Processing Workshop",
month = jul,
year = "2022",
address = "Seattle, WA",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.clinicalnlp-1.8",
doi = "10.18653/v1/2022.clinicalnlp-1.8",
pages = "74--86",
}

@inproceedings{liang-etal-2022-towards,
title = "Towards Generalizable Methods for Automating Risk Score Calculation",
author = "Liang, Jennifer J and
Lehman, Eric and
Iyengar, Ananya and
Mahajan, Diwakar and
Raghavan, Preethi and
Chang, Cindy Y. and
Szolovits, Peter",
booktitle = "Proceedings of the 21st Workshop on Biomedical Language Processing",
month = may,
year = "2022",
address = "Dublin, Ireland",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.bionlp-1.42",
doi = "10.18653/v1/2022.bionlp-1.42",
pages = "426--431",
}

@inproceedings{lehman-etal-2021-bert,
title = "Does {BERT} Pretrained on Clinical Notes Reveal Sensitive Data?",
author = "Lehman, Eric and
Jain, Sarthak and
Pichotta, Karl and
Goldberg, Yoav and
Wallace, Byron",
booktitle = "Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
month = jun,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.naacl-main.73",
doi = "10.18653/v1/2021.naacl-main.73",
pages = "946--959",
}