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Calibration Assessment on EmoBank Valence (ECE, Brier)

Calibration Assessment on EmoBank Valence (ECE, Brier)

0.117ECEBERT

Updated 5mo ago

Evaluation results

Method	Links
BERT2026.05		0.117	0.235
GPT-5-nano2026.05		0.236	0.327

State-of-the-art paper

BERT

Assessing and Mitigating Miscalibration in LLM-Based Social Science Measurement

Dataset

EmoBank

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Related benchmarks

Calibration and Measurement on 14 social science constructs (Sample Dataset)Calibration and Measurement on 14 social science constructs (Full Dataset)Social Science Measurement on Argument Quality Calibration Assessment on EmoBank Arousal (ECE, Brier)Social Science Measurement on EmoBank Dominance

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