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.
This policy is the worst decision ever made by this administration
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.