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cs.CY2023★ 1 cited
Bound by the Bounty: Collaboratively Shaping Evaluation Processes for Queer AI Harms
Organizers of QueerInAI, Nathan Dennler, Anaelia Ovalle +11
Bias evaluation benchmarks and dataset and model documentation have emerged as central processes for assessing the biases and harms of artificial intelligence (AI) systems. However…
cs.SE2023
Less, but Stronger: On the Value of Strong Heuristics in Semi-supervised Learning for Software Analytics
Huy Tu, Tim Menzies
In many domains, there are many examples and far fewer labels for those examples; e.g. we may have access to millions of lines of source code, but access to only a handful of warni…