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Proceedings of the 2019 Conference of the North

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cs.AI 1

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2026 1

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Embeddings for Preferences, Not Semantics

cs.AI · 2026-05-08 · unverdicted · novelty 7.0

Synthetic training data designed to break the correlation between semantic and preferential signals in text embeddings provably improves preference prediction across 11 online deliberation datasets.

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  • Embeddings for Preferences, Not Semantics cs.AI · 2026-05-08 · unverdicted · none · ref 18

    Synthetic training data designed to break the correlation between semantic and preferential signals in text embeddings provably improves preference prediction across 11 online deliberation datasets.