Papers with Japanese predicate argument structure analysis
Multi-Task Learning for Japanese Predicate Argument Structure Analysis (N19-1)
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| Challenge: | Recent work ignores event-nouns or builds a single model for solving both tasks . however, there are interactions between predicates and event-nons, making it difficult to target only predicate. |
| Approach: | They propose a multi-task learning method that targets event-nouns . their results improve performance of both PASA and ENASA tasks . |
| Outcome: | The proposed model improves both PASA and ENASA tasks compared to a single-task model . it is the first work to employ neural networks in ENASA . |