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This repository has been archived by the owner on Aug 19, 2024. It is now read-only.

Add DPG: ClinicalBERT #1363

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Add DPG: ClinicalBERT #1363

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dpgabot
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@dpgabot dpgabot commented Sep 20, 2022

Automatic addition of a new digital public good submitted through the online form available at https://digitalpublicgoods.net/submission

@nathanbaleeta nathanbaleeta changed the title Add DPG: clinicalbert Add DPG: ClinicalBERT Sep 21, 2022
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nathanbaleeta commented Nov 16, 2022

Checklist for conducting technical review against DPG Standard:

  • Clear Ownership
  • Platform Independence
  • Documentation
  • Mechanism For Extracting Data
  • Do No Harm By Design
  • Data Privacy & Security
  • Adherence to Standards & Best Practices
  • Adherence to Privacy and Applicable Laws
  • Inappropriate & Illegal Content
  • Protection From Harassment
  • Development & deployment countries

@nathanbaleeta nathanbaleeta added Support Applications that need additional support from the review team and removed Sprint labels Dec 8, 2022
@nathanbaleeta nathanbaleeta removed the Support Applications that need additional support from the review team label Dec 20, 2022
@ricardomiron
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Some considerations for this solution:

Clear ownership:
XLNet pre-trained model and instructions for pre-training ClinicalBERT and Clinical XLNet are hosted on two separate repositories belonging to personal accounts

This code and documentation should be hosted on the official One Fact Foundation GitHub organization under the stated open license.

Platform independence:
Currently, the training dataset is behind a login wall and under a proprietary license.

Training datasets and their documentation should be made publicly available under an approved data open license.

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Closing this PR following conversations with the product owner about the current status of the open AI category and the new application process and portal.

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