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Two contrasting data annotation paradigms for subjective NLP tasks
Cobra frames: Contextual reasoning about effects and harms of offensive statements
Warning: This paper contains content that may be offensive or upsetting. Understanding the
harms and offensiveness of statements requires reasoning about the social and situational …
harms and offensiveness of statements requires reasoning about the social and situational …
Hatemoji: A test suite and adversarially-generated dataset for benchmarking and detecting emoji-based hate
Detecting online hate is a complex task, and low-performing models have harmful
consequences when used for sensitive applications such as content moderation. Emoji …
consequences when used for sensitive applications such as content moderation. Emoji …