Papers by Pierfrancesco Tommasino
KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations (2020.emnlp-main)
Copied to clipboard
Fabio Massimo Zanzotto, Andrea Santilli, Leonardo Ranaldi, Dario Onorati, Pierfrancesco Tommasino, Francesca Fallucchi
| Challenge: | Syntactic parsers are losing their centrality in downstream tasks due to the success of large-scale textual representation learners. |
| Approach: | They propose to embed symbolic syntactic parse trees into artificial neural networks to visualize how syntax is used in inference. |
| Outcome: | The proposed encoder can visualize how syntax is used in inference. |