Disagreement in Argumentation Annotation

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Fine-grained Fallacy Detection with Human Label Variation

A Ramponi, A Daffara, S Tonelli - arxiv preprint arxiv:2502.13853, 2025 - arxiv.org
We introduce Faina, the first dataset for fallacy detection that embraces multiple plausible
answers and natural disagreement. Faina includes over 11K span-level annotations with …
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Dealing with Annotator Disagreement in Hate Speech Classification

S Dehghan, MU Sen, B Yanikoglu - arxiv preprint arxiv:2502.08266, 2025 - arxiv.org
Hate speech detection is a crucial task, especially on social media, where harmful content
can spread quickly. Implementing machine learning models to automatically identify and …
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