Authors

Junjie Chen

Publications 3

Preprint Open access

Neural Language Models Learn the Contextual Distributions of Dependency Structures: a statistical learning theory to compositionality

It is unclear how Neural Language Models (NLMs) acquire the structural meaning encoded by grammatical structures that is independent of lexical semantics. We propose a statistical learning process in which learned dependency structures themselves become new distributional units for subsequent statistical learning. Unde …

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