Pairwise reference alignment is formulated as an ordinal observable equal to the probability that a model score agrees with reference preferences on triples (x, y+, y-), with centered statistics, margin extensions, estimators, and concentration bounds.
General- ized bradley-terry models for score estimation from paired comparisons.arXiv preprint arXiv:2308.08644, 2024
2 Pith papers cite this work. Polarity classification is still indexing.
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Conjoint analysis of infographic preferences on unemployment data shows comparison type (scales/benchmarks) accounts for 58.5% of preference variation, graphic type 29.2%, and color 12.3%.
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Pairwise Reference Alignment as a Model-Level Ordinal Observable
Pairwise reference alignment is formulated as an ordinal observable equal to the probability that a model score agrees with reference preferences on triples (x, y+, y-), with centered statistics, margin extensions, estimators, and concentration bounds.
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What Catches the Eye? A Conjoint Study of Infographic Design Preferences
Conjoint analysis of infographic preferences on unemployment data shows comparison type (scales/benchmarks) accounts for 58.5% of preference variation, graphic type 29.2%, and color 12.3%.