Papers with Universal Dependency Treebank
Please Mind the Root: Decoding Arborescences for Dependency Parsing (2020.emnlp-main)
Copied to clipboard
| Challenge: | a dependency tree has a root constraint, but only one edge may emanate from the root node. |
| Approach: | They propose an algorithm which enforces a root constraint without compromising the original runtime. |
| Outcome: | The proposed algorithm satisfies the constraint without compromising the original runtime. |
Multilingual Grammar Induction with Continuous Language Identification (D19-1)
Copied to clipboard
| Challenge: | Existing methods to induce grammars of multiple languages do not consider language similarity measures. |
| Approach: | They propose a universal grammar induction approach that captures similarity between languages . they use vector representations to capture similarity and softly tie grammar parameters . |
| Outcome: | The proposed approach performs well over monolingual and multilingual datasets. |