Toxicity detection should shift from single-label text classification to measuring contextual communicative harm via the Contextual Stress Framework, which ties norm violation to induced stress.
I totally agree , it's a complete mess
1 Pith paper cite this work. Polarity classification is still indexing.
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Toxicity Detection Should Measure Contextual Harm, Not Text-Intrinsic Badness
Toxicity detection should shift from single-label text classification to measuring contextual communicative harm via the Contextual Stress Framework, which ties norm violation to induced stress.