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Comparison of Structural Parsers and Neural Language Models as Surprisal Estimators

Expectation-based theories of sentence processing posit that processing difficulty is determined by predictability in context. While predictability quantified via surprisal has gained empirical support, this representation-agnostic measure leaves open the question of how to best approximate the huma...

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Detalles Bibliográficos
Autores principales: Oh, Byung-Doh, Clark, Christian, Schuler, William
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8929193/
https://www.ncbi.nlm.nih.gov/pubmed/35310956
http://dx.doi.org/10.3389/frai.2022.777963