Synthetic Documents for Medical Tasks: Bridging Privacy with Knowledge Injection and Reward Mechanism

Simon Meoni; Éric De La Clergerie; Théo Ryffel

doi:10.18653/v1/2025.cl4health-1.2

Synthetic Documents for Medical Tasks: Bridging Privacy with Knowledge Injection and Reward Mechanism

Simon Meoni, Éric De La Clergerie, Théo Ryffel

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Anthology ID:: 2025.cl4health-1.2
Volume:: Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health)
Month:: May
Year:: 2025
Address:: Albuquerque, New Mexico
Editors:: Sophia Ananiadou, Dina Demner-Fushman, Deepak Gupta, Paul Thompson
Venues:: CL4Health | WS
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Publisher:: Association for Computational Linguistics
Note:
Pages:: 12–25
Language:
URL:: https://aclanthology.org/2025.cl4health-1.2/
DOI:: 10.18653/v1/2025.cl4health-1.2
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Cite (ACL):: Simon Meoni, Éric De La Clergerie, and Théo Ryffel. 2025. Synthetic Documents for Medical Tasks: Bridging Privacy with Knowledge Injection and Reward Mechanism. In Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health), pages 12–25, Albuquerque, New Mexico. Association for Computational Linguistics.
Cite (Informal):: Synthetic Documents for Medical Tasks: Bridging Privacy with Knowledge Injection and Reward Mechanism (Meoni et al., CL4Health 2025)
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PDF:: https://aclanthology.org/2025.cl4health-1.2.pdf

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@inproceedings{meoni-etal-2025-synthetic,
    title = "Synthetic Documents for Medical Tasks: Bridging Privacy with Knowledge Injection and Reward Mechanism",
    author = "Meoni, Simon  and
      De La Clergerie, {\'E}ric  and
      Ryffel, Th{\'e}o",
    editor = "Ananiadou, Sophia  and
      Demner-Fushman, Dina  and
      Gupta, Deepak  and
      Thompson, Paul",
    booktitle = "Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health)",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.cl4health-1.2/",
    doi = "10.18653/v1/2025.cl4health-1.2",
    pages = "12--25",
    ISBN = "979-8-89176-238-1"
}

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%0 Conference Proceedings
%T Synthetic Documents for Medical Tasks: Bridging Privacy with Knowledge Injection and Reward Mechanism
%A Meoni, Simon
%A De La Clergerie, Éric
%A Ryffel, Théo
%Y Ananiadou, Sophia
%Y Demner-Fushman, Dina
%Y Gupta, Deepak
%Y Thompson, Paul
%S Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health)
%D 2025
%8 May
%I Association for Computational Linguistics
%C Albuquerque, New Mexico
%@ 979-8-89176-238-1
%F meoni-etal-2025-synthetic
%R 10.18653/v1/2025.cl4health-1.2
%U https://aclanthology.org/2025.cl4health-1.2/
%U https://doi.org/10.18653/v1/2025.cl4health-1.2
%P 12-25

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Markdown (Informal)

[Synthetic Documents for Medical Tasks: Bridging Privacy with Knowledge Injection and Reward Mechanism](https://aclanthology.org/2025.cl4health-1.2/) (Meoni et al., CL4Health 2025)

Synthetic Documents for Medical Tasks: Bridging Privacy with Knowledge Injection and Reward Mechanism (Meoni et al., CL4Health 2025)

ACL

Simon Meoni, Éric De La Clergerie, and Théo Ryffel. 2025. Synthetic Documents for Medical Tasks: Bridging Privacy with Knowledge Injection and Reward Mechanism. In Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health), pages 12–25, Albuquerque, New Mexico. Association for Computational Linguistics.