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Ramon Fernandez Astudillo

2 accepted papers

2023

Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing

ACL 2023long

Nearly all general-purpose neural semantic parsers generate logical forms in a strictly top-down autoregressive fashion. Though such systems have achieved impressive results across a variety of datasets and domains, recent works have called into question whether they are ultimately limited in their…

Cited by 3SourcePDFScholar
2021

Ensembling Graph Predictions for AMR Parsing

NeurIPS 2021poster

In many machine learning tasks, models are trained to predict structure data such as graphs. For example, in natural language processing, it is very common to parse texts into dependency trees or abstract meaning representation (AMR) graphs. On the other hand, ensemble methods combine predictions fr…