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Machine Learning Won't Solve Natural Language Understanding

By The Gradient

September 14, 2021

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It is time to rethink our approach to natural language understanding (NLU).

The 'big data' approach to NLU is not only psychologically, cognitively, and even computationally implausible, but is also theoretically and technically flawed. This pseudo-scientific method is a waste of time and resources, corrupting a generation of young scientists by luring them into thinking that language is just data—a path that will only lead to disappointments and hamper any real progress in NLU.

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