Word embeddings for application in geosciences: development, evaluation, and examples of soil-related concepts

<p>A large amount of descriptive information is available in geosciences. This information is usually considered subjective and ill-favoured compared with its numerical counterpart. Considering the advances in natural language processing and machine learning, it is possible to utilise descript...

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Bibliographic Details
Main Authors: J. Padarian, I. Fuentes
Format: Article
Language:English
Published: Copernicus Publications 2019-07-01
Series:SOIL
Online Access:https://www.soil-journal.net/5/177/2019/soil-5-177-2019.pdf