READER and Model Cards

Greetings, AI KR CG Dragons

When we stop learning, we start dying.... such is the life of the scholar

François Remy, Kris Demuynck, Thomas Demeester, BioLORD-2023: semantic
textual representations fusing large language models and clinical knowledge
graph insights, *Journal of the American Medical Informatics Association*,
2024;, ocae029, https://doi.org/10.1093/jamia/ocae029

https://academic.oup.com/jamia/advance-article/doi/10.1093/jamia/ocae029/7614965?searchresult=1

This article is state of the art  *Merci Francois is packed with stuff we
should get our heads around
I d like to invite interested members to collaborate on Hugging Face
One awesome way to figure out what ML does
is ot use a model card

*READ, STUDY!!*
https://huggingface.co/docs/hub/en/model-card-guidebook

Some time ago I  proposed  model cards as a mechanism for  neurosymbolic
integration, that ise use declarative/symbolic KR (the model card) to
describe and annotate a subsymbolic AI (the ML learning model and
associated processes)
ttps://
www.taylorfrancis.com/chapters/edit/10.1201/9781003310785-9/towards-web-standard-neuro-symbolic-integration-knowledge-representation-using-model-cards-paola-di-maio

Apologies for  the paywall, I promise to publish a free version of this but
essentially
it proposes what is explained in the report which was published ahead of
the chapter
https://www.w3.org/community/aikr/wiki/images/7/7b/AI_KR_FIRST_REPORT_PUBLISHED_VERSION.pdf

Oh my, have I been busy in these last few years

I have started a community on hugging face for this CG and
THERE IS WORK TO BE DONE

https://huggingface.co/W3CAIKRCG

Please join, hack in!!

PDM