Papers by Parth Anand Jawale
Structured Tuning for Semantic Role Labeling (2020.acl-main)
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| Challenge: | Recent neural network-driven semantic role labeling systems have shown impressive improvements in F1 scores. |
| Approach: | They propose a framework to tune models using softened constraints only at training time. |
| Outcome: | The proposed framework outperforms the baseline model with minimal training time and consistent improvements under low-resource scenarios. |