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2026 1

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Abductive Reasoning with Probabilistic Commonsense

cs.AI · 2026-05-08 · unverdicted · novelty 6.0

PACS samples LLM-generated proofs as observations of distinct individual commonsense beliefs and aggregates them to predict majority judgments, outperforming chain-of-thought and prior neurosymbolic baselines on benchmarks.

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  • Abductive Reasoning with Probabilistic Commonsense cs.AI · 2026-05-08 · unverdicted · none · ref 4

    PACS samples LLM-generated proofs as observations of distinct individual commonsense beliefs and aggregates them to predict majority judgments, outperforming chain-of-thought and prior neurosymbolic baselines on benchmarks.