Papers with event causality network
Effect Generation Based on Causal Reasoning (2021.findings-emnlp)
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| Challenge: | Existing methods for reasoning causalities on word level are limited . a word-level causal reasoning method may only predict the unintelligible effect of "quarrel" |
| Approach: | They propose a novel event-level causal reasoning method that structuralizes event-effect event pairs into an event causality network and shows its use in the task of effect generation. |
| Outcome: | The proposed method generates more reasonable effect sentences than well-designed competitors. |