Universiteit Leiden

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Research project

Minimal structure modeling

Existing work in probabilistic language modeling can be mostly divided into two categories:

2018 - 2022
Wessel Kraaij

 (i) Purely sequential, string-level approaches ensure fluency at the local level without notion of grammaticality and seek improvements in the use of massive training corpora. (ii) Fully structural, tree-based approaches model text as the realization of latent tree structures that encode complex grammatical dependencies. This project explores a third way where only structural relations required to produce grammatical sentences in a specific language and task are modeled.

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