CausalVerify: An Execution-Grounded Benchmark for LLM Causal Inference Workflows
Existing causal-inference benchmarks for LLMs mostly score method descriptions or whether generated code runs, not whether the executed workflow recovers the target causal estimate. CausalVerify studies this verification problem for structured econometric causal-estimation workflows by separating realistic interpretati...
Yong-Hong Zhang, Ricardo Correia, Isabel M. Parra et al.
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