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...

Full description

Bibliographic Details
Main Authors: Magnus Sahlgren, Fredrik Carlsson
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2021.682578/full