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Rhetorical Role Labeling on SCOTUSSteps

56.2Macro-F1Gold Prototypes
44.801647.760850.7253.6792Mar 4, 2026

Evaluation results

MethodLinks
Gold PrototypesEvaluation protocol=optimal prototype post-hoc for each sentence2026.0356.269.86
PCMSampling strategy=Random Sampling2026.0354.6267.55
PCMSampling strategy=Supervised Sampling2026.0354.467.79
PCMSampling strategy=Full Sampling2026.0354.0367.54
PBR2026.0350.4865.73
Baseline (HSLN)2026.0346.763.21
Mind2026.0345.2462.78