Compositional Generalization via Parsing Tree Annotation

Humans can understand a novel sentence by parsing it into known components like phrases and clauses. To achieve human-level artificial intelligence, compositional generalization tasks are suggested and used to assess machine learning models. Among those tasks, the SCAN tasks are challenging for the...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE access 2021, Vol.9, p.24326-24333
Hauptverfasser:	Kim, Segwang, Kim, Joonyoung, Jung, Kyomin
Format:	Artikel
Sprache:	eng
Schlagworte:	Annotations Artificial intelligence Deep learning Grammar Machine learning Natural language processing Neural networks Semantics Syntactics Task analysis Task complexity Training Trees
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!