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pro vyhledávání: '"Laird, Kristen"'
Autor:
Katzman, Jared, Wang, Angelina, Scheuerman, Morgan, Blodgett, Su Lin, Laird, Kristen, Wallach, Hanna, Barocas, Solon
Publikováno v:
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023)
In this paper, we examine computational approaches for measuring the "fairness" of image tagging systems, finding that they cluster into five distinct categories, each with its own analytic foundation. We also identify a range of normative concerns t
Externí odkaz:
http://arxiv.org/abs/2305.01776
Previous work has largely considered the fairness of image captioning systems through the underspecified lens of "bias." In contrast, we present a set of techniques for measuring five types of representational harms, as well as the resulting measurem
Externí odkaz:
http://arxiv.org/abs/2206.07173