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Weizenbaum Institute, University of Oxford
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The shutdown of Perspective API exposes a critical vulnerability in NLP research: over-reliance on opaque, proprietary tools for toxicity measurement, threatening the validity and reproducibility of past and future work.
Twitter's hate speech policies are failing, with hateful content no more likely to be removed than innocuous tweets, even when explicitly violent.