作者位次 #3/4ACL 2026Findings· Findings of ACL
C limate C ause: Complex and Implicit Causal Structures in Climate Reports
Liesbeth Allein · Nataly Pineda-Castañeda · Andrea Rocci · Marie-Francine Moens
摘要
Understanding climate change requires reasoning over complex causal networks. Yet, existing causal discovery datasets predominantly capture explicit, direct causal relations. We introduce ClimateCause, a manually expert-annotated dataset of higher-order causal structures from science-for-policy c...