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PEAK: Pyramid Evaluation via Automated Knowledge Extraction

AAAI 2016 · Large language models › AI and society · approach: Benchmarking and reproducibility practice · 51 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
use PEAK's automatically generated pyramid instead of a human-made pyramid P2 for scoring (ablation)PEAK scoring · Student summaries, correlation with manual P1 scoresPearson correlation: 0.8538 -> 0.8263Hurt
use PEAK's automatically generated pyramid instead of a human-made pyramid P2 for scoring (ablation)PEAK scoring · Student summaries, correlation with manual P2 scoresPearson correlation: 0.8112 -> 0.7769Hurt

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