Papers with labeled attachment score
Valency-Augmented Dependency Parsing (D18-1)
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| Challenge: | valency analysis is a complex task that requires a large number of subcategorizations, such as the number and types of syntactic dependents. |
| Approach: | They propose a parsing approach that explicitly models the number and types of syntactic dependents as valency patterns and a probabilistic model for tagging them. |
| Outcome: | The proposed approach outperforms the state-of-the-art labeled attachment score on 53 treebanks representing 41 languages and outperformed the previous state- of-the art labeles by 0.7. |
The Persian Dependency Treebank Made Universal (2022.lrec-1)
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| Challenge: | Existing universal dependency treebanks are lacking sufficient annotated data. |
| Approach: | They propose a method for converting Persian Dependency Treebank to Universal Dependencies using an automatic method. |
| Outcome: | The proposed method is more compatible with Universal Dependencies than the Uppsala Persian Universal Dependency Treebank. |