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Externalized CPDAG Summaries Improve LLM Causal Deduction
Structured Thinking externalizes typed CPDAG summaries before reasoning, raising LLM causal deduction F1 by up to 13.4 points on Corr2Cause.
Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026
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AI panel: 15 of 20 reviewers recommend it
lenient 3/5
medium 9/10
strict 3/5