Papers by Santiago Marro
Graph Embeddings for Argumentation Quality Assessment (2022.findings-emnlp)
Copied to clipboard
| Challenge: | Argumentation is the process by which arguments are constructed, compared, evaluated in several respects and judged in order to establish whether any of them is warranted. |
| Approach: | They propose to annotate 1908 arguments tagged with quality facets from a resource of 402 persuasive essays and to use them to create a neural architecture that takes into account the support and attack relations holding among the arguments. |
| Outcome: | The proposed neural architecture outperforms state-of-the-art and standard arguments on the persuasive essays dataset. |