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20192026
most citedDesigning Evaluations of Machine Learning Models for Subjective Inference: The Case of Sentence Toxicity

5 citations · 18 across the 12 of their papers we have counts for

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cs.LG2019★ 5 cited

Designing Evaluations of Machine Learning Models for Subjective Inference: The Case of Sentence Toxicity

Agathe Balayn, Alessandro Bozzon

Machine Learning (ML) is increasingly applied in real-life scenarios, raising concerns about bias in automatic decision making. We focus on bias as a notion of opinion exclusion, t…

cs.LG2019

Unfairness towards subjective opinions in Machine Learning

Agathe Balayn, Alessandro Bozzon, Zoltan Szlavik

Despite the high interest for Machine Learning (ML) in academia and industry, many issues related to the application of ML to real-life problems are yet to be addressed. Here we pu…