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The Singleton Fallacy: Why Current Critiques of Language Models Miss the Point

This paper discusses the current critique against neural network-based Natural Language Understanding solutions known as language models. We argue that much of the current debate revolves around an argumentation error that we refer to as the singleton fallacy: the assumption that a concept (in this...

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Detalles Bibliográficos
Autores principales: Sahlgren, Magnus, Carlsson, Fredrik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8452877/
https://www.ncbi.nlm.nih.gov/pubmed/34557662
http://dx.doi.org/10.3389/frai.2021.682578