Introduces the CausalPitfalls benchmark to evaluate LLMs on statistical causal inference pitfalls using direct prompting and code-assisted analysis, revealing current model limitations.
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Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference
Introduces the CausalPitfalls benchmark to evaluate LLMs on statistical causal inference pitfalls using direct prompting and code-assisted analysis, revealing current model limitations.