Disagreement in health-literacy annotations is driven by conceptual task difficulty rather than annotator differences, with social effects varying or reversing by agreement level, making perspectivist modeling necessary.
Linguistically debatable or just plain wrong?
1 Pith paper cite this work. Polarity classification is still indexing.
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Pith paper citing it
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cs.CL 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
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Structured Disagreement in Health-Literacy Annotation: Epistemic Stability, Conceptual Difficulty, and Agreement-Stratified Inference
Disagreement in health-literacy annotations is driven by conceptual task difficulty rather than annotator differences, with social effects varying or reversing by agreement level, making perspectivist modeling necessary.