mlsanityData to 14 Oct 2026

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

arXiv 1810.00521 ↗First posted 1 Oct 2018cs.AI cs.CL cs.LGcited by 2

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Abstract (arXiv)

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.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 1 Oct 2018.

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