Papers with supervised parsing
Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation (2021.eacl-main)
Copied to clipboard
| Challenge: | Traditional NLP has long held (supervised) syntactic parsing necessary for successful higher-level semantic language understanding (LU). |
| Approach: | They empirically examine the usefulness of supervised parsing for semantic LU in LM-pretrained transformer networks. |
| Outcome: | The proposed model is based on LM-pretrained transformer networks with a biaffine parsing head and fine-tuned for LU tasks. |
The Persian Dependency Treebank Made Universal (2022.lrec-1)
Copied to clipboard
| 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. |