Papers by Nataly Pineda-Castañeda
ClimateCause: Complex and Implicit Causal Structures in Climate Reports (2026.findings-acl)
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| Challenge: | Existing datasets for causal discovery from text lack granularity and abstraction for domains characterized by such complex causality. |
| Approach: | They propose a manually expert-annotated dataset of higher-order causal structures from science-for-policy climate reports. |
| Outcome: | The proposed dataset is highly readable and can be used to quantify readability. |