What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions?

AbstractThere is a growing interest in investigating what neural NLP models learn about language. A prominent open question is the question of whether or not it is necessary to model hierarchical structure. We present a linguistic investigation of a neural parser adding insights to t...

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Bibliographic Details
Main Authors: Miryam de Lhoneux, Sara Stymne, Joakim Nivre
Format: Article
Language:English
Published: The MIT Press 2021-12-01
Series:Computational Linguistics
Online Access:https://direct.mit.edu/coli/article/46/4/763/97325/What-Should-Do-Can-LSTMs-Learn-When-Parsing