Компромисс между качеством и разнообразием
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ID: qualitydiversitytradeoff
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A Systematic Characterization of Sampling Algorithms for Open-ended Language Generation
AbstractThis work studies the widely adopted ancestral sampling algorithms for auto-regressive language models. We use the quality-diversity (Q-D) trade-off to investigate three popular sampling methods (top-k, nucleus and tempered sampling). …...