🔗 Causal Inference

🧠 NeurIPS2026 · 1 paper notes

📌 Same area in other venues: 🎞️ ECCV2026 (3) · 📷 CVPR2026 (4) · 🔬 ICLR2026 (64) · 💬 ACL2026 (7) · 🧪 ICML2026 (19) · 🤖 AAAI2026 (7)

Where Root Cause Analysis Fails: A Retrieval-Reranking Decomposition

The paper separates root cause ranking accuracy into whether the cause enters the candidate set and whether it ranks highly once retrieved, audits six suites from four datasets, and uses multi-signal retrieval plus single-call LLM reranking to show why the two failures require different remedies rather than simply more causal structure or reasoning capacity.