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Information Extraction on ACE

Information Extraction on ACE

62.08AccuracyUCPOF

Updated 7mo ago

Evaluation results

Method	Links
UCPOF2026.02		62.08
Full RAG2026.02		61.47
baseline2026.02		51.07
gold shot2026.02		50.67

State-of-the-art paper

UCPOF

How Confident Is the First Token? An Uncertainty-Calibrated Prompt Optimization Framework for Large Language Model Classification and Understanding

Dataset

ACE

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Related benchmarks

Topic Classification on AgNews (Accuracy)Event Extraction on ACE Multi-task Average on Aggregate (ACE, Casie, AgNews, SST5, CB, R8)Aggregate Performance on ACE, Casie, AgNews, SST5, CB, R8 (test)

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