A new probing method shows BERT constructs micro-syntactic dependencies in lower layers and integrates them into macro-syntactic structures in higher layers.
In Proceed- ings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 1192–1202, Brussels, Belgium
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Derivational Probing: Unveiling the Layer-wise Derivation of Syntactic Structures in Neural Language Models
A new probing method shows BERT constructs micro-syntactic dependencies in lower layers and integrates them into macro-syntactic structures in higher layers.