CausalDS: Benchmarking Causal Reasoning in Data-Science Agents

arXiv:2607.08093 · cs.AI, cs.CL, cs.LG · Submitted 2026-07-09 · Read on arXiv

cs.AI, cs.CL, cs.LG

Submitted: 2026-07-09

Updated: 2026-10-14

Terminology

• Benchmark — 7× in this paper · explained in 2 episodes
• Causal Reasoning — 4× in this paper · explained in 2 episodes
• Abstention — 1× in this paper · explained in 1 episode
• Benchmarking — 1× in this paper · explained in 4 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Structural Causal Model (SCM) — 1× in this paper · explained in 4 episodes
• Uncertainty Quantification — 1× in this paper · explained in 9 episodes

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