Natural Language Parsing : Progress and Challenges

Loading...
Thumbnail Image

Identifiers

Publication date

Advisors

Other responsabilities

FASTPARSE Lab. LyS Research Group. Depto. de Computación. Facultade de Informática, Elviña.

Journal Title

Bibliographic citation

Carlos Gómez-Rodríguez. Natural Language Parsing: Progress and Challenges. Boletín de Estadística e Investigación Operativa, 34(2):159-175, 2018. ISSN 1889-3805.

Type of academic work

Academic degree

Abstract

[Abstract] Natural language parsing is the task of automatically obtaining the syntactic structure of sentences written in a human language. Parsing is a crucial step for language processing systems that need to extract meaning from text or speech, and thus a key technology of artificial intelligence. This article presents an outline of the current state of the art in this field, as well as reflections on the main challenges that, in the author's opinion, it is currently facing: limitations in accuracy on especially difficult languages and domains, psycholinguistic adequacy, and speed.

Description

Editor version

Rights

La licencia general de la revista BEIO no es de acceso abierto, pero al acordar la publicación de este artículo se concedió permiso para publicar el texto final del artículo en acceso abierto en el RUC, cumpliendo así con los requisitos de la UE/Horizon 2020 respecto a acceso abierto.