Do neural networks learn what we think they learn? Benjamin Heinzerling reviews research that suggests that they often instead fall prey to the so-called Clever Hans effect and discusses its implications for NLP.

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https://thegradient.pub/nlps-clever-hans-moment-has-arrived/