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WisPerMed at “Discharge Me!”: Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV
Hendrik Damm
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Tabea Margareta Grace Pakull
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Bahadır Eryılmaz
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Helmut Becker
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Ahmad Idrissi-Yaghir
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Henning Schäfer
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Sergej Schultenkämper
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Christoph M. Friedrich
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Paper Details:
Month: August
Year: 2024
Location: Bangkok, Thailand
Venue:
BioNLP |
WS |
SIG: SIGBIOMED
Citations
URL
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https://stanford-aimi.github.io/discharge-me/
https://mistral.ai/news/mixtral-8x22b/
https://huggingface.co/docs/transformers/
https://github.com/unslothai/unsloth
https://github.com/
https://huggingface.co/aaditya/
https://www.openai.com
https://magazine.sebastianraschka.com/p/practical-tips-for-finetuning-llms
https://huggingface.co/docs/bitsandbytes/en/optimizers#paged-optimizers
https://ourworldindatAsclepiusorg/grapher/carbon-intensity-electricity?country=~DEU
https://www.destatis.de/EN/Themes/Economic-Sectors-Enterprises/Energy/Production/Tables/
https://huggingface.co/datasets/starmpcc/Asclepius-Synthetic-Clinical-Notes
https://physionet.org/content/mimic-iv-note/2.2/
https://physionet.org/content/mimic-iv-ed/2.2/
https://github.com/plandes/mimicsid
https://github.com/unslothai/unsloth
https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2
https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct
https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct
https://huggingface.co/aaditya/Llama3-OpenBioLLM-70B
https://huggingface.co/alpindale/WizardLM-2-8x22B
https://huggingface.co/microsoft/Phi-3-mini-128k-instruct
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