Creating Welsh Language Word Embeddings

Word embeddings are representations of words in a vector space that models semantic relationships between words by means of distance and direction. In this study, we adapted two existing methods, word2vec and fastText, to automatically learn Welsh word embeddings taking into account syntactic and mo...

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Bibliographic Details
Published in:Applied Sciences
Main Authors: Padraig Corcoran, Geraint Palmer, Laura Arman, Dawn Knight, Irena Spasić
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Subjects:
Welsh language
natural language processing
human language technology
machine learning
word embeddings
Online Access:https://www.mdpi.com/2076-3417/11/15/6896

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https://www.mdpi.com/2076-3417/11/15/6896

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