Trinity College Dublin

2 Posts

More Scraped Data, Greater Bias: Research shows that training on larger datasets can increase social bias.
Trinity College Dublin

More Scraped Data, Greater Bias: Research shows that training on larger datasets can increase social bias.

How can we build large-scale language and vision models that don’t inherit social biases? Conventional wisdom suggests training on larger datasets, but research challenges this assumption.

October 4, 20232 min read
More Scraped Data, Greater Bias: Research shows that training on larger datasets can increase social bias.
Trinity College Dublin

More Scraped Data, Greater Bias: Research shows that training on larger datasets can increase social bias.

How can we build large-scale language and vision models that don’t inherit social biases? Conventional wisdom suggests training on larger datasets, but research challenges this assumption.

October 4, 20232 min read

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