Papers with CircEvent
Incorporating Circumstances into Narrative Event Prediction (2021.findings-emnlp)
Copied to clipboard
| Challenge: | Existing studies focus on mining the inter-events relationships while ignoring how the events happened. |
| Approach: | They propose to incorporate event circumstances into the narrative event prediction by combining two multi-head attention modules and regularizing attention weights. |
| Outcome: | The proposed model outperforms baseline models by 12.2%. |