Reasoning models expend more tokens on association-incompatible tasks than compatible ones, indicating greater effort on counter-stereotypical information, except for Claude 3.7 Sonnet which shows the reverse pattern linked to its bias-focused reasoning.
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2 Pith papers cite this work. Polarity classification is still indexing.
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LLM-derived negative sentence ratio in ED notes predicts schizophrenia diagnosis and attenuates racial disparities after controlling for demographics and risk factors.
citing papers explorer
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Implicit Bias-Like Patterns in Reasoning Models
Reasoning models expend more tokens on association-incompatible tasks than compatible ones, indicating greater effort on counter-stereotypical information, except for Claude 3.7 Sonnet which shows the reverse pattern linked to its bias-focused reasoning.
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Bias Detection in Emergency Psychiatry: Linking Negative Language to Diagnostic Disparities
LLM-derived negative sentence ratio in ED notes predicts schizophrenia diagnosis and attenuates racial disparities after controlling for demographics and risk factors.