A systematic review of unsupervised approaches to grammar induction

V Muralidaran, I Spasić, D Knight - Natural Language Engineering, 2021 - cambridge.org
This study systematically reviews existing approaches to unsupervised grammar induction in
terms of their theoretical underpinnings, practical implementations and evaluation. Our …

Automatic grammar induction from free text using insights from cognitive grammar

V Muralidaran - 2022 - orca.cardiff.ac.uk
Automatic identification of the grammatical structure of a sentence is useful in many Natural
Language Processing (NLP) applications such as Document Summarisation, Question …

[KNIHA][B] The acquisition of probabilistic patterns in Spanish phonology by adult second language learners: the case of diphthongization

MT Carlson - 2007 - search.proquest.com
This dissertation seeks to shed light on the question of adult language acquisition by
exploring learners' knowledge of fine-grained statistical patterns in Spanish …

[PDF][PDF] Unsupervised Formal Grammar Induction with Confidence

J Collard - Proceedings of the Society for Computation in …, 2020 - aclanthology.org
I present a novel algorithm for minimally supervised formal grammar induction using a
linguistically-motivated grammar formalism. This algorithm, called the Missing Link algorithm …

[PDF][PDF] Automated Ontology Elicitation and Usage

A Silvescu - Citeseer
In the first section of this proposal, we introduce the problem of ontology elicitation and some
of the motivation for examining it. In section 2 we critically examine some related work …

[CITÁCIA][C] Unsupervised Natural Language Syntax Induction from Corpora

DJ Brooks - 2007 - University of Birmingham