On the surprising capacity of linear combinations of embeddings for natural language processing

Lyndon White

Research output: ThesisDoctoral Thesis

19 Downloads (Pure)
Original languageEnglish
QualificationDoctor of Philosophy
Awarding Institution
  • The University of Western Australia
Thesis sponsors
Award date16 Apr 2019
Publication statusUnpublished - 2019

Cite this

@phdthesis{05c72e2cd52e4321b1414c897e33a174,
title = "On the surprising capacity of linear combinations of embeddings for natural language processing",
keywords = "embeddings, Natural language processing, Machine Learning, natural language understanding, artificial intelligence, sum of word embeddings, Neural Networks, computer science",
author = "Lyndon White",
year = "2019",
language = "English",
school = "The University of Western Australia",

}

White, L 2019, 'On the surprising capacity of linear combinations of embeddings for natural language processing', Doctor of Philosophy, The University of Western Australia.

On the surprising capacity of linear combinations of embeddings for natural language processing. / White, Lyndon.

2019.

Research output: ThesisDoctoral Thesis

TY - THES

T1 - On the surprising capacity of linear combinations of embeddings for natural language processing

AU - White, Lyndon

PY - 2019

Y1 - 2019

KW - embeddings

KW - Natural language processing

KW - Machine Learning

KW - natural language understanding

KW - artificial intelligence

KW - sum of word embeddings

KW - Neural Networks

KW - computer science

M3 - Doctoral Thesis

ER -