A Simple Machine Learning Method for Commonsense Reasoning? A Short Commentary on Trinh & Le (2018)

This is a short Commentary on Trinh & Le (2018) ("A Simple Method for Commonsense Reasoning") that outlines three serious flaws in the cited paper and discusses why data-driven approaches cannot be considered as serious models for the commonsense reasoning needed in natural language un...

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Bibliographic Details
Main Author Saba, Walid S
Format Journal Article
LanguageEnglish
Published 30.09.2018
Subjects
Computer Science - Artificial Intelligence
Computer Science - Computation and Language
Computer Science - Learning
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Summary:This is a short Commentary on Trinh & Le (2018) ("A Simple Method for Commonsense Reasoning") that outlines three serious flaws in the cited paper and discusses why data-driven approaches cannot be considered as serious models for the commonsense reasoning needed in natural language understanding in general, and in reference resolution, in particular.
DOI:10.48550/arxiv.1810.00521