A new benchmark shows existing NLP systems find almost no novel dog whistles in social media, while the proposed EarShot pipeline raises F0.5 scores to 14.6 on synthetic Reddit, 5.7 on Gab, and 4.6 on Twitter.
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Making FETCH! Happen: Finding Emergent Dog Whistles Through Common Habitats
A new benchmark shows existing NLP systems find almost no novel dog whistles in social media, while the proposed EarShot pipeline raises F0.5 scores to 14.6 on synthetic Reddit, 5.7 on Gab, and 4.6 on Twitter.