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Detection of implicit bias and low quality data within datasets
Wow I just read the article located here: https://datacentricai.org/blog/the-hugging-face-data-measurements-tool/ I've been researching bias detection in order to provide information to help with fairness and equitable AI that provides transparency.
This is the best tool I have seen yet on this capability and even compared to some expensive and difficult to use industry COTS tools, it is very useful and innovative.
Thankyou for this amazing example of what you can make on HuggingFace to perform knowledge engineering and bias detection. Given that large models and large datasets are unwieldy this looks much more usable then really expensive tools which have architecture flaws since they are not going to run beside large models and datasets which makes integration easy.
Well done! Keep up the brilliant work in bias detection and explainable AI.