Papers with sentence-level meaning representation
Dependency Patterns of Complex Sentences and Semantic Disambiguation for Abstract Meaning Representation Parsing (2021.starsem-1)
Copied to clipboard
| Challenge: | Abstract Meaning Representation (AMR) is a sentence-level meaning representation based on predicate argument structure. |
| Approach: | They propose to use a dictionary to capture the structure of complex sentences . they train models on data derived from AMR and Wikipedia corpus . |
| Outcome: | The proposed model will be made public and the proposed patterns will be validated. |
Align-smatch: A Novel Evaluation Method for Chinese Abstract Meaning Representation Parsing based on Alignment of Concept and Relation (2022.lrec-1)
Copied to clipboard
| Challenge: | Abstract Meaning Representation abstracts the meaning of sentences into a single-rooted, acyclic and directed graph. |
| Approach: | They propose to use a metric to evaluate concept alignment and relation alignment to improve Chinese AMR parsing evaluation methods. |
| Outcome: | The proposed method is more robust and compatible with concept alignment and relation alignment and more robust in evaluating arcs. |