Can neural networks acquire a structural bias from raw linguistic data?

14 Jul 2020Alex WarstadtSamuel R. Bowman

We evaluate whether BERT, a widely used neural network for sentence processing, acquires an inductive bias towards forming structural generalizations through pretraining on raw data. We conduct four experiments testing its preference for structural vs. linear generalizations in different structure-dependent phenomena... (read more)

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