WisPerMed at “Discharge Me!”: Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV

Damm H, Pakull TMG, Eryılmaz B, et al. WisPerMed at “Discharge Me!”: Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV. In: Demner-Fushman D, Ananiadou S, Miwa M, Roberts K, Tsujii J, eds. Proceedings of the 23rd Workshop on Biomedical Natural Language Processing. Stroudsburg, PA, USA: Association for Computational Linguistics; 2024:105-121. doi:10.18653/v1/2024.bionlp-1.9

Damm, H., Pakull, T. M. G., Eryılmaz, B., Becker, H., Idrissi-Yaghir, A., Schäfer, H., … Friedrich, C. M. (2024). WisPerMed at “Discharge Me!”: Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV. In D. Demner-Fushman, S. Ananiadou, M. Miwa, K. Roberts, & J. Tsujii (Eds.), Proceedings of the 23rd Workshop on Biomedical Natural Language Processing (pp. 105–121). Stroudsburg, PA, USA: Association for Computational Linguistics. https://doi.org/10.18653/v1/2024.bionlp-1.9

@inproceedings{Damm_Pakull_Eryılmaz_Becker_Idrissi-Yaghir_Schäfer_Schultenkämper_Friedrich_2024, place={Stroudsburg, PA, USA}, title={WisPerMed at “Discharge Me!”: Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV}, DOI={10.18653/v1/2024.bionlp-1.9}, booktitle={Proceedings of the 23rd Workshop on Biomedical Natural Language Processing}, publisher={Association for Computational Linguistics}, author={Damm, Hendrik and Pakull, Tabea Margareta Grace and Eryılmaz, Bahadır and Becker, Helmut and Idrissi-Yaghir, Ahmad and Schäfer, Henning and Schultenkämper, Sergej and Friedrich, Christoph M.}, editor={Demner-Fushman, Dina and Ananiadou, Sophia and Miwa, Makoto and Roberts, Kirk and Tsujii, Junichi Editors}, year={2024}, pages={105–121} }

Damm, Hendrik, Tabea Margareta Grace Pakull, Bahadır Eryılmaz, Helmut Becker, Ahmad Idrissi-Yaghir, Henning Schäfer, Sergej Schultenkämper, and Christoph M. Friedrich. “WisPerMed at ‘Discharge Me!’: Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV.” In Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, edited by Dina Demner-Fushman, Sophia Ananiadou, Makoto Miwa, Kirk Roberts, and Junichi Tsujii, 105–21. Stroudsburg, PA, USA: Association for Computational Linguistics, 2024. https://doi.org/10.18653/v1/2024.bionlp-1.9.

H. Damm et al., “WisPerMed at ‘Discharge Me!’: Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV,” in Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, Bangkok, Thailand, 2024, pp. 105–121.

Damm, Hendrik, et al. “WisPerMed at ‘Discharge Me!’: Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV.” Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, edited by Dina Demner-Fushman et al., Association for Computational Linguistics, 2024, pp. 105–21, doi:10.18653/v1/2024.bionlp-1.9.