Papers by Pavlo Vasylenko
Incorporating Graph Information in Transformer-based AMR Parsing (2023.findings-acl)
Copied to clipboard
| Challenge: | Abstract Meaning Representation (AMR) is a semantic graph abstraction for text representations. |
| Approach: | They propose a model and method that incorporates graph information into the learned representations of AMR by word-to-node alignment. |
| Outcome: | The proposed model improves AMR parsing performance by embedding graph information into the encoder at training time. |