Papers by Jinqiao Shi
Event Causality Extraction with Event Argument Correlations (2022.coling-1)
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| Challenge: | Event Causality Identification (ECI) ignores crucial event structure and cause-effect component information, making it struggle for downstream applications. |
| Approach: | They propose a task to extract event causality pairs with their structured event information from plain text. |
| Outcome: | The proposed method captures the intra- and inter-event argument correlations for ECE and provides several future directions. |
Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation (2020.findings-emnlp)
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| Challenge: | Event detection (ED) is a key subtask of information extraction. |
| Approach: | They propose an architecture that exploits syntactic structure and typed dependency label information to perform event detection. |
| Outcome: | The proposed architecture exploits syntactic structure and typed dependency label information to perform ED. |