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ResearchFormerly WizWand

Conditional Hypothesis Generation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Synthetic bill summaries Sign reversal, |H|=5

71.6Surface Similarity

9

Jun 4, 2026

Synthetic U.S. Congress bill summaries Stratum Imbalance r=0.20 (held-out set)

demeaned-reweighted-lasso

73Surface Similarity

9

Jun 4, 2026

Synthetic U.S. Congress bill summaries Stratum Imbalance r=0.35 (held-out set)

0.737Surface Similarity

9

Jun 4, 2026

Synthetic U.S. Congress bill summaries Stratum Imbalance r=0.50 (held-out set)

75Surface Similarity

9

Jun 4, 2026

demeaned-reweighted-lasso

3.25Helpfulness

4

Jun 4, 2026

demeaned-reweighted-lasso

3Helpfulness

2

Jun 4, 2026