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Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference
2025-01-22
· ICLR 2025 Poster ·
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Findings
IC-109
GPT-3.5-turbo and GPT-4 produce cycles in inferred causal graphs when using pairwise prompts, with cycle counts growing sharply on larger graphs
IC-110
Phi-3 (3.8B) and Llama-3 (8B) with triplet prompting outperform GPT-4 with pairwise prompting on causal graph orientation