Papers with character-wise paradigm
Nugget Proposal Networks for Chinese Event Detection (P18-1)
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| Challenge: | Nugget Proposal Networks (NPNs) can solve word-trigger mismatch problem . word-wise event detection models suffer from word-tree mismatch because of multiple triggers . |
| Approach: | They propose a novel way to detect event triggers in a character-wise paradigm . they propose entire trigger nuggets centered at each character regardless of word boundaries . |
| Outcome: | The proposed model outperforms the state-of-the-art methods on two datasets. |