Explaining pretrained language models' understanding of linguistic structures using construction grammar

Explaining pretrained language models' understanding of linguistic structures using construction grammar

Construction Grammar (CxG) is a paradigm from cognitive linguistics emphasizing the connection between syntax and semantics. Rather than rules that operate on lexical items, it posits constructions as the central building blocks of language, i.e., linguistic units of different granularity that combi...

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Bibliographic Details
Main Authors: Leonie Weissweiler, Valentin Hofmann, Abdullatif Köksal, Hinrich Schütze
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-10-01
Series:Frontiers in Artificial Intelligence
Subjects:
NLP
probing
construction grammar
computational linguistics
large language models
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2023.1225791/full

Internet

https://www.frontiersin.org/articles/10.3389/frai.2023.1225791/full

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