University of Michigan; University of Hong Kong; LTI, CMU; LTI, CMU; Work originated as a Meta AI internship project; Max Planck Institute for Intelligent Systems, Tübingen, Germany; Max Planck Institute for Intelligent Systems, Tübingen, Germany; ETH Zürich; Meta AI; ETH Zürich
Zhijing Jin, Jiarui Liu, Zhiheng LYU, spencer poff, Mrinmaya Sachan, Rada Mihalcea, Mona Diab, Bernhard Schoelkopf
Large Language Models;Natural Language Inference;Causal Reasoning;Correlation-to-Causation Inference;Benchmark Dataset;Causal Discovery
Can Large Language Models Infer Causation from Correlation?